From 9db8ff4992c063d96c3268356ebc0124df3ae5be Mon Sep 17 00:00:00 2001
From: andrewkenreich <andrew.kenreich@gmail.com>
Date: Wed, 1 Nov 2023 11:10:19 -0400
Subject: [PATCH] fix docs

---
 .../bot/reference/discord/alerts/index.mdx    |  27 +++
 .../bot/reference/discord/autopost/index.mdx  |  22 +++
 .../bot/reference/discord/charts/index.mdx    |  57 ++++++
 .../bot/reference/discord/crypto/index.mdx    |  52 ++++++
 .../bot/reference/discord/darkpool/index.mdx  |  47 +++++
 .../bot/reference/discord/discovery/index.mdx |  62 +++++++
 .../reference/discord/duedilligence/index.mdx |  97 ++++++++++
 .../bot/reference/discord/economy/index.mdx   |  52 ++++++
 .../bot/reference/discord/etf/index.mdx       |  17 ++
 .../bot/reference/discord/flow/index.mdx      |  67 +++++++
 .../bot/reference/discord/fun/index.mdx       |  22 +++
 .../bot/reference/discord/general/index.mdx   |  47 +++++
 .../reference/discord/government/index.mdx    |  22 +++
 .../content/bot/reference/discord/index.mdx   | 102 +++++++++++
 .../bot/reference/discord/info/index.mdx      |  27 +++
 .../bot/reference/discord/nft/index.mdx       |  22 +++
 .../bot/reference/discord/options/index.mdx   | 117 ++++++++++++
 .../bot/reference/discord/pop/index.mdx       |  17 ++
 .../bot/reference/discord/screeners/index.mdx |  37 ++++
 .../reference/discord/short_data/index.mdx    |  32 ++++
 .../content/bot/reference/generate_index.py   | 169 +++++++++---------
 .../bot/reference/telegram/charts/index.mdx   |  62 +++++++
 .../bot/reference/telegram/crypto/index.mdx   |  52 ++++++
 .../bot/reference/telegram/darkpool/index.mdx |  47 +++++
 .../reference/telegram/discovery/index.mdx    |  47 +++++
 .../reference/telegram/duediligence/index.mdx |  92 ++++++++++
 .../bot/reference/telegram/economy/index.mdx  |  47 +++++
 .../bot/reference/telegram/etf/index.mdx      |  17 ++
 .../bot/reference/telegram/flow/index.mdx     |  32 ++++
 .../bot/reference/telegram/fun/index.mdx      |  22 +++
 .../bot/reference/telegram/general/index.mdx  |  27 +++
 .../reference/telegram/government/index.mdx   |  22 +++
 .../content/bot/reference/telegram/index.mdx  |  92 ++++++++++
 .../bot/reference/telegram/info/index.mdx     |  17 ++
 .../bot/reference/telegram/nft/index.mdx      |  17 ++
 .../bot/reference/telegram/options/index.mdx  | 117 ++++++++++++
 .../bot/reference/telegram/overview/index.mdx |  37 ++++
 .../reference/telegram/screeners/index.mdx    |  17 ++
 .../reference/telegram/short_data/index.mdx   |  32 ++++
 39 files changed, 1825 insertions(+), 85 deletions(-)
 create mode 100644 website/content/bot/reference/discord/alerts/index.mdx
 create mode 100644 website/content/bot/reference/discord/autopost/index.mdx
 create mode 100644 website/content/bot/reference/discord/charts/index.mdx
 create mode 100644 website/content/bot/reference/discord/crypto/index.mdx
 create mode 100644 website/content/bot/reference/discord/darkpool/index.mdx
 create mode 100644 website/content/bot/reference/discord/discovery/index.mdx
 create mode 100644 website/content/bot/reference/discord/duedilligence/index.mdx
 create mode 100644 website/content/bot/reference/discord/economy/index.mdx
 create mode 100644 website/content/bot/reference/discord/etf/index.mdx
 create mode 100644 website/content/bot/reference/discord/flow/index.mdx
 create mode 100644 website/content/bot/reference/discord/fun/index.mdx
 create mode 100644 website/content/bot/reference/discord/general/index.mdx
 create mode 100644 website/content/bot/reference/discord/government/index.mdx
 create mode 100644 website/content/bot/reference/discord/index.mdx
 create mode 100644 website/content/bot/reference/discord/info/index.mdx
 create mode 100644 website/content/bot/reference/discord/nft/index.mdx
 create mode 100644 website/content/bot/reference/discord/options/index.mdx
 create mode 100644 website/content/bot/reference/discord/pop/index.mdx
 create mode 100644 website/content/bot/reference/discord/screeners/index.mdx
 create mode 100644 website/content/bot/reference/discord/short_data/index.mdx
 create mode 100644 website/content/bot/reference/telegram/charts/index.mdx
 create mode 100644 website/content/bot/reference/telegram/crypto/index.mdx
 create mode 100644 website/content/bot/reference/telegram/darkpool/index.mdx
 create mode 100644 website/content/bot/reference/telegram/discovery/index.mdx
 create mode 100644 website/content/bot/reference/telegram/duediligence/index.mdx
 create mode 100644 website/content/bot/reference/telegram/economy/index.mdx
 create mode 100644 website/content/bot/reference/telegram/etf/index.mdx
 create mode 100644 website/content/bot/reference/telegram/flow/index.mdx
 create mode 100644 website/content/bot/reference/telegram/fun/index.mdx
 create mode 100644 website/content/bot/reference/telegram/general/index.mdx
 create mode 100644 website/content/bot/reference/telegram/government/index.mdx
 create mode 100644 website/content/bot/reference/telegram/index.mdx
 create mode 100644 website/content/bot/reference/telegram/info/index.mdx
 create mode 100644 website/content/bot/reference/telegram/nft/index.mdx
 create mode 100644 website/content/bot/reference/telegram/options/index.mdx
 create mode 100644 website/content/bot/reference/telegram/overview/index.mdx
 create mode 100644 website/content/bot/reference/telegram/screeners/index.mdx
 create mode 100644 website/content/bot/reference/telegram/short_data/index.mdx

diff --git a/website/content/bot/reference/discord/alerts/index.mdx b/website/content/bot/reference/discord/alerts/index.mdx
new file mode 100644
index 000000000000..022b3069ac95
--- /dev/null
+++ b/website/content/bot/reference/discord/alerts/index.mdx
@@ -0,0 +1,27 @@
+# alerts
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="create"
+    description="This command creates an alert for a given symbol (ex. BTCUSD) that will notify the user when the price is equal..."
+    url="/bot/reference/discord/alerts/create"
+/>
+<ReferenceCard
+    title="delete"
+    description="This command allows the user to delete an active alert they have set."
+    url="/bot/reference/discord/alerts/delete"
+/>
+<ReferenceCard
+    title="list"
+    description="This command allows the user to view a list of all their active alerts. It displays each alert along with its..."
+    url="/bot/reference/discord/alerts/list"
+/>
+<ReferenceCard
+    title="update"
+    description="This command allows the user to update the condition on an active alert, such as changing the value of a price..."
+    url="/bot/reference/discord/alerts/update"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/autopost/index.mdx b/website/content/bot/reference/discord/autopost/index.mdx
new file mode 100644
index 000000000000..34b19072200f
--- /dev/null
+++ b/website/content/bot/reference/discord/autopost/index.mdx
@@ -0,0 +1,22 @@
+# autopost
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="add"
+    description="This command allows the user to add an autopost command to a channel. It allows the user to receive notifications..."
+    url="/bot/reference/discord/autopost/add"
+/>
+<ReferenceCard
+    title="list"
+    description="This command allows users to view all webhook feeds associated with a particular channel that have been set up..."
+    url="/bot/reference/discord/autopost/list"
+/>
+<ReferenceCard
+    title="remove"
+    description="This command allows the user to remove an autopost webhook feed from the channel. When executed, it will remove..."
+    url="/bot/reference/discord/autopost/remove"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/charts/index.mdx b/website/content/bot/reference/discord/charts/index.mdx
new file mode 100644
index 000000000000..b4e0b66bcf11
--- /dev/null
+++ b/website/content/bot/reference/discord/charts/index.mdx
@@ -0,0 +1,57 @@
+# charts
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="c15m"
+    description="This command allows the user to retrieve a 15-minute intraday chart for a given ticker. The chart will show the..."
+    url="/bot/reference/discord/charts/c15m"
+/>
+<ReferenceCard
+    title="c3m"
+    description="This command allows users to retrieve a 3-minute intraday chart for the given ticker. This chart will display the..."
+    url="/bot/reference/discord/charts/c3m"
+/>
+<ReferenceCard
+    title="c5m"
+    description="This command allows the user to retrieve an intraday 5 minute chart for a given ticker. This chart will display..."
+    url="/bot/reference/discord/charts/c5m"
+/>
+<ReferenceCard
+    title="cc"
+    description="This command allows the user to retrieve an intraday 5 minute chart for a given ticker, /c5m also has the same..."
+    url="/bot/reference/discord/charts/cc"
+/>
+<ReferenceCard
+    title="cd"
+    description="This command allows the user to retrieve a daily candlestick chart for a particular ticker or coin. The..."
+    url="/bot/reference/discord/charts/cd"
+/>
+<ReferenceCard
+    title="chart"
+    description="This command will retrieve a candlestick chart for the ticker/interval provided, with data for the past number of..."
+    url="/bot/reference/discord/charts/chart"
+/>
+<ReferenceCard
+    title="chartfib"
+    description="This command allows the user to retrieve Fibonacci levels for a given ticker. This data can be used to identify..."
+    url="/bot/reference/discord/charts/chartfib"
+/>
+<ReferenceCard
+    title="chartsr"
+    description="This command allows the user to retrieve Displays Support and Resistance Levels for the ticker provided. It will..."
+    url="/bot/reference/discord/charts/chartsr"
+/>
+<ReferenceCard
+    title="cm"
+    description="This command allows you to view a monthly candlestick chart for a given stock or cryptocurrency. The chart..."
+    url="/bot/reference/discord/charts/cm"
+/>
+<ReferenceCard
+    title="cw"
+    description="This command allows the user to retrieve a weekly candlestick chart for the ticker/coin provided. The chart..."
+    url="/bot/reference/discord/charts/cw"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/crypto/index.mdx b/website/content/bot/reference/discord/crypto/index.mdx
new file mode 100644
index 000000000000..699b20dca51f
--- /dev/null
+++ b/website/content/bot/reference/discord/crypto/index.mdx
@@ -0,0 +1,52 @@
+# crypto
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+        title="defi"
+        description="chart table"
+        url="/bot/reference/discord/crypto/defi"
+    />
+<ReferenceCard
+    title="bigprints"
+    description="This command allows the user to retrieve the last 15 large prints for a given cryptocurrency pair. The command..."
+    url="/bot/reference/discord/crypto/bigprints"
+/>
+<ReferenceCard
+    title="bio"
+    description="This command allows the user to retrieve fundamental information about a crypto, such as its current price,..."
+    url="/bot/reference/discord/crypto/bio"
+/>
+<ReferenceCard
+    title="compfees"
+    description="This command allows users to retrieve the Protocol fees over time for the given project."
+    url="/bot/reference/discord/crypto/compfees"
+/>
+<ReferenceCard
+    title="fees"
+    description="This will provide the user with the fee rate of the top crypto protocols on a specified date, allowing the user..."
+    url="/bot/reference/discord/crypto/fees"
+/>
+<ReferenceCard
+    title="ir"
+    description="This command allows the user to retrieve the issuance rate of the top crypto protocols. The issuance rate is the..."
+    url="/bot/reference/discord/crypto/ir"
+/>
+<ReferenceCard
+    title="prints"
+    description="This command allows the user to retrieve the Last 15 Crypto Prints over the last 24 hours for the specified coin...."
+    url="/bot/reference/discord/crypto/prints"
+/>
+<ReferenceCard
+    title="top"
+    description="This command will retrieve the top cryptocurrencies, ranked by market capitalization, allowing the user to..."
+    url="/bot/reference/discord/crypto/top"
+/>
+<ReferenceCard
+    title="tvl"
+    description="This command allows users to retrieve historical TVL (Total Value Locked) data for any given protocol. It..."
+    url="/bot/reference/discord/crypto/tvl"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/darkpool/index.mdx b/website/content/bot/reference/discord/darkpool/index.mdx
new file mode 100644
index 000000000000..999aef994477
--- /dev/null
+++ b/website/content/bot/reference/discord/darkpool/index.mdx
@@ -0,0 +1,47 @@
+# darkpool
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="allblocks"
+    description="The command allows the user to retrieve the last 15 block trades of a given security. This command will provide a..."
+    url="/bot/reference/discord/darkpool/allblocks"
+/>
+<ReferenceCard
+    title="alldp"
+    description="This command allows the user to retrieve the last 15 darkpool trades for the specified stock ticker. A darkpool..."
+    url="/bot/reference/discord/darkpool/alldp"
+/>
+<ReferenceCard
+    title="allprints"
+    description="This command retrieves the Last 15 Combination of Dark Pool and Blocks for a given ticker symbol. This can be..."
+    url="/bot/reference/discord/darkpool/allprints"
+/>
+<ReferenceCard
+    title="bigprints"
+    description="This command will retrieve the largest combination of dark pool and block trades over a specified amount of days...."
+    url="/bot/reference/discord/darkpool/bigprints"
+/>
+<ReferenceCard
+    title="levels"
+    description="This command allows the user to retrieve the Biggest Levels for All Prints over the last x days for the given..."
+    url="/bot/reference/discord/darkpool/levels"
+/>
+<ReferenceCard
+    title="sectors"
+    description="This command allows the user to retrieve a summary of all prints by % of MarketCap by Sector over the last x..."
+    url="/bot/reference/discord/darkpool/sectors"
+/>
+<ReferenceCard
+    title="summary"
+    description="This command retrieves a summary of all the prints by percentage of MarketCap over the last x days, sorted by..."
+    url="/bot/reference/discord/darkpool/summary"
+/>
+<ReferenceCard
+    title="topsum"
+    description="This command allows the user to retrieve total block and dark pool data summary. It sums all darkpool prints and..."
+    url="/bot/reference/discord/darkpool/topsum"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/discovery/index.mdx b/website/content/bot/reference/discord/discovery/index.mdx
new file mode 100644
index 000000000000..3eb71a4f48d3
--- /dev/null
+++ b/website/content/bot/reference/discord/discovery/index.mdx
@@ -0,0 +1,62 @@
+# discovery
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="arktrades"
+    description="This command allows the user to retrieve a list of all trades made by ARK, including the time and amount of each..."
+    url="/bot/reference/discord/discovery/arktrades"
+/>
+<ReferenceCard
+    title="contracts"
+    description="This command allows the user to retrieve the Top 15 Government contracts by amount for all tickers. This is a..."
+    url="/bot/reference/discord/discovery/contracts"
+/>
+<ReferenceCard
+    title="fgindex"
+    description="This command allows the user to retrieve the Fear & Greed Index, which is an investor sentiment indicator..."
+    url="/bot/reference/discord/discovery/fgindex"
+/>
+<ReferenceCard
+    title="halts"
+    description="This command allows the user to retrieve the time and halt code of stocks in the market, excluding penny stocks...."
+    url="/bot/reference/discord/discovery/halts"
+/>
+<ReferenceCard
+    title="holidays"
+    description="This command allows the user to retrieve a list of upcoming market holidays. The command will return a list of..."
+    url="/bot/reference/discord/discovery/holidays"
+/>
+<ReferenceCard
+    title="house"
+    description="This command allows users to retrieve recent house trades for all tickers. The command will display the time of..."
+    url="/bot/reference/discord/discovery/house"
+/>
+<ReferenceCard
+    title="ipolist"
+    description="This command allows the user to view 10 of the most recent and upcoming Initial Public Offerings (IPOs) including..."
+    url="/bot/reference/discord/discovery/ipolist"
+/>
+<ReferenceCard
+    title="senate"
+    description="This command retrieves the most recent senate trades for all tickers including the date and time of the trade and..."
+    url="/bot/reference/discord/discovery/senate"
+/>
+<ReferenceCard
+    title="splits"
+    description="This command allows users to view a list of recent stock splits for all available tickers. This list includes the..."
+    url="/bot/reference/discord/discovery/splits"
+/>
+<ReferenceCard
+    title="trendingst"
+    description="This command allows the user to retrieve the top 15 trending stocks from StockTwits according to the most recent..."
+    url="/bot/reference/discord/discovery/trendingst"
+/>
+<ReferenceCard
+    title="wsb"
+    description="This command allows the user to view the top 15 trending stocks on r/WallStreetBets (WSB) using the /disc wsb..."
+    url="/bot/reference/discord/discovery/wsb"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/duedilligence/index.mdx b/website/content/bot/reference/discord/duedilligence/index.mdx
new file mode 100644
index 000000000000..b90861042640
--- /dev/null
+++ b/website/content/bot/reference/discord/duedilligence/index.mdx
@@ -0,0 +1,97 @@
+# duedilligence
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="ah"
+    description="This command allows the user to retrieve afterhours data for a given stock ticker. The data retrieved will..."
+    url="/bot/reference/discord/duedilligence/ah"
+/>
+<ReferenceCard
+    title="analyst"
+    description="This command allows the user to retrieve analyst recommendations for a given stock ticker."
+    url="/bot/reference/discord/duedilligence/analyst"
+/>
+<ReferenceCard
+    title="bio"
+    description="This command retrieves a stock's company information and displays it to the user. It takes a stock ticker as an..."
+    url="/bot/reference/discord/duedilligence/bio"
+/>
+<ReferenceCard
+    title="customer"
+    description="This command allows the user to display customers of the company using the given symbol."
+    url="/bot/reference/discord/duedilligence/customer"
+/>
+<ReferenceCard
+    title="divinfo"
+    description="This command retrieves dividend information for a given stock. The data includes dividend rate, yield, and ex-div..."
+    url="/bot/reference/discord/duedilligence/divinfo"
+/>
+<ReferenceCard
+    title="earnings"
+    description="This command allows the user to retrieve the expected earnings for the given business day. The displayed earnings..."
+    url="/bot/reference/discord/duedilligence/earnings"
+/>
+<ReferenceCard
+    title="ermove"
+    description="This command allows the user to retrieve the implied move for a stock based on the current option prices. The..."
+    url="/bot/reference/discord/duedilligence/ermove"
+/>
+<ReferenceCard
+    title="est"
+    description="This command allows the user to retrieve earning estimates for a given stock symbol. This can be used as a..."
+    url="/bot/reference/discord/duedilligence/est"
+/>
+<ReferenceCard
+    title="financials"
+    description="This command will retrieve the financials of the company with the given ticker which includes total assets, cash,..."
+    url="/bot/reference/discord/duedilligence/financials"
+/>
+<ReferenceCard
+    title="insiders"
+    description="This command allows the user to retrieve the 15 most recent insider transactions for a given stock. It will..."
+    url="/bot/reference/discord/duedilligence/insiders"
+/>
+<ReferenceCard
+    title="instholdings"
+    description="This command allows the user to retrieve the top 15 institutional holdings for a given stock. This list is..."
+    url="/bot/reference/discord/duedilligence/instholdings"
+/>
+<ReferenceCard
+    title="nexter"
+    description="This command will retrieve the next earnings date for the given stock ticker symbol."
+    url="/bot/reference/discord/duedilligence/nexter"
+/>
+<ReferenceCard
+    title="pm"
+    description="This command allows the user to retrieve premarket data for a given stock ticker. It will fetch the latest price,..."
+    url="/bot/reference/discord/duedilligence/pm"
+/>
+<ReferenceCard
+    title="pt"
+    description="This command allows the user to retrieve a chart with price targets for the specified ticker. The chart will..."
+    url="/bot/reference/discord/duedilligence/pt"
+/>
+<ReferenceCard
+    title="sec"
+    description="This command allows the user to retrieve the most recent SEC filings related to the specified ticker symbol. The..."
+    url="/bot/reference/discord/duedilligence/sec"
+/>
+<ReferenceCard
+    title="splits"
+    description="This command retrieves a list of recent stock splits for a given ticker. This command is useful for tracking the..."
+    url="/bot/reference/discord/duedilligence/splits"
+/>
+<ReferenceCard
+    title="supplier"
+    description="This command allows users to retrieve the list of suppliers associated with the company with the given ticker."
+    url="/bot/reference/discord/duedilligence/supplier"
+/>
+<ReferenceCard
+    title="ytd"
+    description="This command allows the user to retrieve the stock's year-to-date performance for a particular ticker symbol. It..."
+    url="/bot/reference/discord/duedilligence/ytd"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/economy/index.mdx b/website/content/bot/reference/discord/economy/index.mdx
new file mode 100644
index 000000000000..d071282690bc
--- /dev/null
+++ b/website/content/bot/reference/discord/economy/index.mdx
@@ -0,0 +1,52 @@
+# economy
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="calendar"
+    description="This command allows the user to retrieve an Economic Calendar for the day, which displays the upcoming economic..."
+    url="/bot/reference/discord/economy/calendar"
+/>
+<ReferenceCard
+    title="commodities"
+    description="This command allows users to quickly and easily retrieve an overview of Futures and commodities. It provides the..."
+    url="/bot/reference/discord/economy/commodities"
+/>
+<ReferenceCard
+    title="currencies"
+    description="This command allows the user to retrieve an overview of all available currencies. It will provide the user with..."
+    url="/bot/reference/discord/economy/currencies"
+/>
+<ReferenceCard
+    title="fedrates"
+    description="This command allows users to quickly and easily retrieve upcoming Federal Rate decision dates and chances. It is..."
+    url="/bot/reference/discord/economy/fedrates"
+/>
+<ReferenceCard
+    title="glbonds"
+    description="This command allows the user to retrieve an overview of global bonds. It includes information about the type of..."
+    url="/bot/reference/discord/economy/glbonds"
+/>
+<ReferenceCard
+    title="indices"
+    description="This command provides a real-time overview of the major US stock indices, such as the Dow Jones Industrial..."
+    url="/bot/reference/discord/economy/indices"
+/>
+<ReferenceCard
+    title="revrepo"
+    description="This command allows the user to retrieve Reverse Repo data for a default period of 35 days. This data includes..."
+    url="/bot/reference/discord/economy/revrepo"
+/>
+<ReferenceCard
+    title="usbonds"
+    description="This command retrieves an overview of US bonds from the 1-Month to 30-Year bonds, providing the user with a list..."
+    url="/bot/reference/discord/economy/usbonds"
+/>
+<ReferenceCard
+    title="yieldcurve"
+    description="This command allows the user to retrieve the US Bonds yield curve. The yield curve is a graph that plots the..."
+    url="/bot/reference/discord/economy/yieldcurve"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/etf/index.mdx b/website/content/bot/reference/discord/etf/index.mdx
new file mode 100644
index 000000000000..0efeaa587099
--- /dev/null
+++ b/website/content/bot/reference/discord/etf/index.mdx
@@ -0,0 +1,17 @@
+# etf
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="holdings"
+    description="This command returns the holdings for an ETF sorted by percent of ETF."
+    url="/bot/reference/discord/etf/holdings"
+/>
+<ReferenceCard
+    title="tops"
+    description="This command returns the top ETFs for the day - sorted by gainers, losers, or active."
+    url="/bot/reference/discord/etf/tops"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/flow/index.mdx b/website/content/bot/reference/discord/flow/index.mdx
new file mode 100644
index 000000000000..4353b44597cd
--- /dev/null
+++ b/website/content/bot/reference/discord/flow/index.mdx
@@ -0,0 +1,67 @@
+# flow
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="bigflow"
+    description="This command retrieves the top 20 largest flow by premium for a stock. We calculate the largest flow by..."
+    url="/bot/reference/discord/flow/bigflow"
+/>
+<ReferenceCard
+    title="day"
+    description="This command retrieves the most recent flow for a stock with the specified ticker symbol. The command will return..."
+    url="/bot/reference/discord/flow/day"
+/>
+<ReferenceCard
+    title="opening"
+    description="This command allows the user to retrieve the Top 20 flows by premium for a stock with the Opening condition -..."
+    url="/bot/reference/discord/flow/opening"
+/>
+<ReferenceCard
+    title="prem"
+    description="This command allows the user to retrieve a chart displaying the sum of premium for call/put options for a..."
+    url="/bot/reference/discord/flow/prem"
+/>
+<ReferenceCard
+    title="sectors"
+    description="This command retrieves a summary of all flows by MarketCap percentage per sector over the past x days."
+    url="/bot/reference/discord/flow/sectors"
+/>
+<ReferenceCard
+    title="sumday"
+    description="This command allows the user to retrieve the total premium of the given stock ticker for the current trading day...."
+    url="/bot/reference/discord/flow/sumday"
+/>
+<ReferenceCard
+    title="sumexp"
+    description="This command allows the user to retrieve the total premium of the given stock ticker for the current trading day..."
+    url="/bot/reference/discord/flow/sumexp"
+/>
+<ReferenceCard
+    title="summary"
+    description="This command allows the user to retrieve a summary of all the flow per stock over the last x days, with the..."
+    url="/bot/reference/discord/flow/summary"
+/>
+<ReferenceCard
+    title="sumtop"
+    description="This command allows the user to retrieve the top flow for the day for Calls and Puts by stock. This will provide..."
+    url="/bot/reference/discord/flow/sumtop"
+/>
+<ReferenceCard
+    title="sumweek"
+    description="This command allows the user to retrieve the top flow for the week for Calls and Puts by stock. This will provide..."
+    url="/bot/reference/discord/flow/sumweek"
+/>
+<ReferenceCard
+    title="unu"
+    description="This command allows users to retrieve Unusual Options Trades over $100,000 premium and Total Volume exceeding..."
+    url="/bot/reference/discord/flow/unu"
+/>
+<ReferenceCard
+    title="weekly"
+    description="This command allows the user to retrieve the Top 20 flow by Premium for a stock with an option contact expiring..."
+    url="/bot/reference/discord/flow/weekly"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/fun/index.mdx b/website/content/bot/reference/discord/fun/index.mdx
new file mode 100644
index 000000000000..d3c5280e3268
--- /dev/null
+++ b/website/content/bot/reference/discord/fun/index.mdx
@@ -0,0 +1,22 @@
+# fun
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="8ball"
+    description="This command allows the user to ask the 8-ball a question and receive an answer. The question must end in a..."
+    url="/bot/reference/discord/fun/8ball"
+/>
+<ReferenceCard
+    title="flip"
+    description="This command allows the user to simulate a coin flip displaying either a 'Heads' or 'Tails'."
+    url="/bot/reference/discord/fun/flip"
+/>
+<ReferenceCard
+    title="urban"
+    description="This command allows the user to search for a definition of a word on Urban Dictionary."
+    url="/bot/reference/discord/fun/urban"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/general/index.mdx b/website/content/bot/reference/discord/general/index.mdx
new file mode 100644
index 000000000000..ef68ba6f3402
--- /dev/null
+++ b/website/content/bot/reference/discord/general/index.mdx
@@ -0,0 +1,47 @@
+# general
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="futures"
+    description="This command allows the user to retrieve futures prices on the stock market."
+    url="/bot/reference/discord/general/futures"
+/>
+<ReferenceCard
+    title="heatchart"
+    description="This command allows the user to retrieve a Daily Market Heat Chart (15 minute delayed). The heat chart shows a..."
+    url="/bot/reference/discord/general/heatchart"
+/>
+<ReferenceCard
+    title="heatmap"
+    description="This command allows the user to retrieve Daily Heat Maps by Market and Sector. The Daily Heat Maps will allow the..."
+    url="/bot/reference/discord/general/heatmap"
+/>
+<ReferenceCard
+    title="markets"
+    description="This command allows the user to retrieve a markets overview which provides a quick summary of current market..."
+    url="/bot/reference/discord/general/markets"
+/>
+<ReferenceCard
+    title="news"
+    description="This command allows the user to retrieve the latest news for a given ticker."
+    url="/bot/reference/discord/general/news"
+/>
+<ReferenceCard
+    title="quote"
+    description="This command allows the user to retrieve display quote stats for a stock - including the 52 week high/low, market..."
+    url="/bot/reference/discord/general/quote"
+/>
+<ReferenceCard
+    title="ta"
+    description="This command allows the user to retrieve a technical analysis summary for a given stock ticker. The summary..."
+    url="/bot/reference/discord/general/ta"
+/>
+<ReferenceCard
+    title="watchlist"
+    description="This command allows the user to retrieve an overview of their watchlist, which includes the current price,..."
+    url="/bot/reference/discord/general/watchlist"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/government/index.mdx b/website/content/bot/reference/discord/government/index.mdx
new file mode 100644
index 000000000000..990dad421e13
--- /dev/null
+++ b/website/content/bot/reference/discord/government/index.mdx
@@ -0,0 +1,22 @@
+# government
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="contracts"
+    description="This command will allow the user to retrieve the top 15 government contracts by amount for a specific ticker."
+    url="/bot/reference/discord/government/contracts"
+/>
+<ReferenceCard
+    title="house"
+    description="This command allows the user to retrieve recent house trades for a specific ticker."
+    url="/bot/reference/discord/government/house"
+/>
+<ReferenceCard
+    title="senate"
+    description="This command allows a user to view the recent trades of senate members for a specific ticker."
+    url="/bot/reference/discord/government/senate"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/index.mdx b/website/content/bot/reference/discord/index.mdx
new file mode 100644
index 000000000000..894b027fe444
--- /dev/null
+++ b/website/content/bot/reference/discord/index.mdx
@@ -0,0 +1,102 @@
+# OpenBB Discord Reference
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+        title="alerts"
+        description="create delete list update"
+        url="/bot/reference/discord/alerts"
+    />
+<ReferenceCard
+        title="autopost"
+        description="add list remove"
+        url="/bot/reference/discord/autopost"
+    />
+<ReferenceCard
+        title="charts"
+        description="c15m c3m c5m cc cd chart chartfib chartsr cm cw"
+        url="/bot/reference/discord/charts"
+    />
+<ReferenceCard
+        title="crypto"
+        description="bigprints bio compfees fees ir prints top tvl chart table"
+        url="/bot/reference/discord/crypto"
+    />
+<ReferenceCard
+        title="darkpool"
+        description="allblocks alldp allprints bigprints levels sectors summary topsum"
+        url="/bot/reference/discord/darkpool"
+    />
+<ReferenceCard
+        title="discovery"
+        description="arktrades contracts fgindex halts holidays house ipolist senate splits trendingst wsb"
+        url="/bot/reference/discord/discovery"
+    />
+<ReferenceCard
+        title="duedilligence"
+        description="ah analyst bio customer divinfo earnings ermove est financials insiders instholdings nexter pm pt sec splits supplier ytd"
+        url="/bot/reference/discord/duedilligence"
+    />
+<ReferenceCard
+        title="economy"
+        description="calendar commodities currencies fedrates glbonds indices revrepo usbonds yieldcurve"
+        url="/bot/reference/discord/economy"
+    />
+<ReferenceCard
+        title="etf"
+        description="holdings tops"
+        url="/bot/reference/discord/etf"
+    />
+<ReferenceCard
+        title="flow"
+        description="bigflow day opening prem sectors sumday sumexp summary sumtop sumweek unu weekly"
+        url="/bot/reference/discord/flow"
+    />
+<ReferenceCard
+        title="fun"
+        description="8ball flip urban"
+        url="/bot/reference/discord/fun"
+    />
+<ReferenceCard
+        title="general"
+        description="futures heatchart heatmap markets news quote ta watchlist"
+        url="/bot/reference/discord/general"
+    />
+<ReferenceCard
+        title="government"
+        description="contracts house senate"
+        url="/bot/reference/discord/government"
+    />
+<ReferenceCard
+        title="info"
+        description="about serverid stats support"
+        url="/bot/reference/discord/info"
+    />
+<ReferenceCard
+        title="nft"
+        description="chart collection top"
+        url="/bot/reference/discord/nft"
+    />
+<ReferenceCard
+        title="options"
+        description="chains equitypc gamma highiv hist indexpc info itm maxpain oi oichart smile stats topoi topoichange topstrikevol topvol topvoletf unu uoastock vol vsurf"
+        url="/bot/reference/discord/options"
+    />
+<ReferenceCard
+        title="pop"
+        description="1d 1hr"
+        url="/bot/reference/discord/pop"
+    />
+<ReferenceCard
+        title="screeners"
+        description="ah ah_all all pm pm_all technical"
+        url="/bot/reference/discord/screeners"
+    />
+<ReferenceCard
+        title="short_data"
+        description="borrowed hsi shortrate shortvol topshortvol"
+        url="/bot/reference/discord/short_data"
+    />
+</ul>
diff --git a/website/content/bot/reference/discord/info/index.mdx b/website/content/bot/reference/discord/info/index.mdx
new file mode 100644
index 000000000000..af37c95070b3
--- /dev/null
+++ b/website/content/bot/reference/discord/info/index.mdx
@@ -0,0 +1,27 @@
+# info
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="about"
+    description="This command will provide users with a comprehensive overview of OpenBB Bot and links to our social media pages."
+    url="/bot/reference/discord/info/about"
+/>
+<ReferenceCard
+    title="serverid"
+    description="This command allows the user to retrieve the Server ID of discord room. The Server ID is a unique identifier..."
+    url="/bot/reference/discord/info/serverid"
+/>
+<ReferenceCard
+    title="stats"
+    description="This command allows the user to retrieve the current number of servers the bot is in."
+    url="/bot/reference/discord/info/stats"
+/>
+<ReferenceCard
+    title="support"
+    description="This command allows the user to send a support ticket directly to our team."
+    url="/bot/reference/discord/info/support"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/nft/index.mdx b/website/content/bot/reference/discord/nft/index.mdx
new file mode 100644
index 000000000000..896dc758e6bf
--- /dev/null
+++ b/website/content/bot/reference/discord/nft/index.mdx
@@ -0,0 +1,22 @@
+# nft
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="chart"
+    description="This command allows the user to retrieve the NFT Collection Data related to the specified slug. The chart will..."
+    url="/bot/reference/discord/nft/chart"
+/>
+<ReferenceCard
+    title="collection"
+    description="This command retrieves a collection of Non-Fungible Token (NFT) data associated with the specified slug. It..."
+    url="/bot/reference/discord/nft/collection"
+/>
+<ReferenceCard
+    title="top"
+    description="This command allows users to retrieve the top NFT collections from Ethereum. It provides a list of the most..."
+    url="/bot/reference/discord/nft/top"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/options/index.mdx b/website/content/bot/reference/discord/options/index.mdx
new file mode 100644
index 000000000000..4344701563f4
--- /dev/null
+++ b/website/content/bot/reference/discord/options/index.mdx
@@ -0,0 +1,117 @@
+# options
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="chains"
+    description="This command allows users to retrieve Options Chain by Expiry, which gives an overview of the bid, ask, and open..."
+    url="/bot/reference/discord/options/chains"
+/>
+<ReferenceCard
+    title="equitypc"
+    description="This command retrieves the Equity Put/Call Volume Ratio from market-harmonics.com. This ratio is used to measure..."
+    url="/bot/reference/discord/options/equitypc"
+/>
+<ReferenceCard
+    title="gamma"
+    description="This command allows the user to view the Options Gamma Levels for a particular stock. Options Gamma Levels are..."
+    url="/bot/reference/discord/options/gamma"
+/>
+<ReferenceCard
+    title="highiv"
+    description="This command retrieves the 15 highest IV30 equity stocks by 30 day Implied Volatility. The IV30 metric is a..."
+    url="/bot/reference/discord/options/highiv"
+/>
+<ReferenceCard
+    title="hist"
+    description="This command allows the user to retrieve the historical price of options for the given parameters of a ticker,..."
+    url="/bot/reference/discord/options/hist"
+/>
+<ReferenceCard
+    title="indexpc"
+    description="This command allows the user to retrieve the Index Put/Call Ratio for the market from market-harmonics.com. This..."
+    url="/bot/reference/discord/options/indexpc"
+/>
+<ReferenceCard
+    title="info"
+    description="This command allows the user to quickly and easily retrieve various option information (volatility, IV rank,..."
+    url="/bot/reference/discord/options/info"
+/>
+<ReferenceCard
+    title="itm"
+    description="This command allows the user to retrieve a list of In-the-Money options for the stock ticker symbol sorted by..."
+    url="/bot/reference/discord/options/itm"
+/>
+<ReferenceCard
+    title="maxpain"
+    description="This command retrieves the Max Pain on expiration date for a given stock. Max Pain is the strike price with the..."
+    url="/bot/reference/discord/options/maxpain"
+/>
+<ReferenceCard
+    title="oi"
+    description="This command allows the user to retrieve the Open Interest and Call/Put ratio for a given stock. Optionally, the..."
+    url="/bot/reference/discord/options/oi"
+/>
+<ReferenceCard
+    title="oichart"
+    description="This command allows users to retrieve a chart of Total Open Interest by Strike Price for the given ticker symbol...."
+    url="/bot/reference/discord/options/oichart"
+/>
+<ReferenceCard
+    title="smile"
+    description="This command allows the user to retrieve the Options Volatility Smile for the given ticker and expiry. The..."
+    url="/bot/reference/discord/options/smile"
+/>
+<ReferenceCard
+    title="stats"
+    description="This command allows the user to retrieve Options Statistics for a stock with the given ticker symbol. This..."
+    url="/bot/reference/discord/options/stats"
+/>
+<ReferenceCard
+    title="topoi"
+    description="This command allows the user to retrieve Top Open Interest among all stocks. This command queries the current..."
+    url="/bot/reference/discord/options/topoi"
+/>
+<ReferenceCard
+    title="topoichange"
+    description="This command allows the user to view the top 15 stocks with the highest OI Change. It will display the stock..."
+    url="/bot/reference/discord/options/topoichange"
+/>
+<ReferenceCard
+    title="topstrikevol"
+    description="This command allows the user to retrieve the top option strike by volume for a given security with the ability to..."
+    url="/bot/reference/discord/options/topstrikevol"
+/>
+<ReferenceCard
+    title="topvol"
+    description="This command allows the user to retrieve the Top 15 Highest stock options volumes by adding the call and put..."
+    url="/bot/reference/discord/options/topvol"
+/>
+<ReferenceCard
+    title="topvoletf"
+    description="This command allows the user to retrieve the Top 15 Highest ETF options volumes by adding the call and put volume..."
+    url="/bot/reference/discord/options/topvoletf"
+/>
+<ReferenceCard
+    title="unu"
+    description="This command allows a user to retrieve unusual options sorted by strike and expiration. It provides a list of the..."
+    url="/bot/reference/discord/options/unu"
+/>
+<ReferenceCard
+    title="uoastock"
+    description="This command allows the user to retrieve the 20-day average options volume by ticker. The volume is based on the..."
+    url="/bot/reference/discord/options/uoastock"
+/>
+<ReferenceCard
+    title="vol"
+    description="This command allows the user to retrieve a chart of Options Volume by Strike for a specified ticker. This data..."
+    url="/bot/reference/discord/options/vol"
+/>
+<ReferenceCard
+    title="vsurf"
+    description="This command allows the user to retrieve an options volatility surface for the ticker symbol. Specifically, it..."
+    url="/bot/reference/discord/options/vsurf"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/pop/index.mdx b/website/content/bot/reference/discord/pop/index.mdx
new file mode 100644
index 000000000000..d069076d8d70
--- /dev/null
+++ b/website/content/bot/reference/discord/pop/index.mdx
@@ -0,0 +1,17 @@
+# pop
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="1d"
+    description="This command retrieves the top 15 tickers for the day based on popularity on the OpenBB Bot across all our..."
+    url="/bot/reference/discord/pop/1d"
+/>
+<ReferenceCard
+    title="1hr"
+    description="This command retrieves the top 15 stocks that have been traded in the past hour on the OpenBB Bot across all our..."
+    url="/bot/reference/discord/pop/1hr"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/screeners/index.mdx b/website/content/bot/reference/discord/screeners/index.mdx
new file mode 100644
index 000000000000..8042e5ebc778
--- /dev/null
+++ b/website/content/bot/reference/discord/screeners/index.mdx
@@ -0,0 +1,37 @@
+# screeners
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="ah"
+    description="This command allows the user to retrieve After-Hours stock movers according to a chosen screener."
+    url="/bot/reference/discord/screeners/ah"
+/>
+<ReferenceCard
+    title="ah_all"
+    description="This command retrieves all available after-hours screeners (gainers, losers, and most active). It is helpful for..."
+    url="/bot/reference/discord/screeners/ah_all"
+/>
+<ReferenceCard
+    title="all"
+    description="This command allows the user to view all available screeners during market hours. The results can then be used to..."
+    url="/bot/reference/discord/screeners/all"
+/>
+<ReferenceCard
+    title="pm"
+    description="This command offers the user the ability to view the top pre-market gainers, losers, and most active, giving the..."
+    url="/bot/reference/discord/screeners/pm"
+/>
+<ReferenceCard
+    title="pm_all"
+    description="This command allows the user to retrieve all available pre-market screeners."
+    url="/bot/reference/discord/screeners/pm_all"
+/>
+<ReferenceCard
+    title="technical"
+    description="This command allows the user to retrieve stock screener results according to the chosen technical signal."
+    url="/bot/reference/discord/screeners/technical"
+/>
+</ul>
diff --git a/website/content/bot/reference/discord/short_data/index.mdx b/website/content/bot/reference/discord/short_data/index.mdx
new file mode 100644
index 000000000000..e0316f824048
--- /dev/null
+++ b/website/content/bot/reference/discord/short_data/index.mdx
@@ -0,0 +1,32 @@
+# short_data
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="borrowed"
+    description="This command allows the user to view the history of borrowed shares available and fees associated with the stock..."
+    url="/bot/reference/discord/short_data/borrowed"
+/>
+<ReferenceCard
+    title="hsi"
+    description="This command retrieves the top high short interest stocks over a 20% ratio. This information can let an investor..."
+    url="/bot/reference/discord/short_data/hsi"
+/>
+<ReferenceCard
+    title="shortrate"
+    description="This command allows the user to retrieve the Display Short Shares spot borrow rate from Interactive Brokers for..."
+    url="/bot/reference/discord/short_data/shortrate"
+/>
+<ReferenceCard
+    title="shortvol"
+    description="This command allows the user to retrieve a graph of the 30 day history of the short volume versus the total..."
+    url="/bot/reference/discord/short_data/shortvol"
+/>
+<ReferenceCard
+    title="topshortvol"
+    description="This command allows the user to retrieve the Top 15 Short Interest Stocks per Finra. It's typically measured as a..."
+    url="/bot/reference/discord/short_data/topshortvol"
+/>
+</ul>
diff --git a/website/content/bot/reference/generate_index.py b/website/content/bot/reference/generate_index.py
index b02eac13d575..fdd0e2e41b4e 100644
--- a/website/content/bot/reference/generate_index.py
+++ b/website/content/bot/reference/generate_index.py
@@ -1,85 +1,84 @@
-# import re
-# from pathlib import Path
-# from textwrap import shorten
-# from typing import Dict, List
-
-# reference_import = """import ReferenceCard from "@site/src/components/General/ReferenceCard";
-
-# <ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
-# """
-# wopen_kwargs = {"encoding": "utf-8", "newline": "\n"}
-
-
-# def create_cmd_cards(cmd_text: List[Dict[str, str]], url: str) -> str:
-#     cmd_cards = ""
-#     for cmd in cmd_text:
-#         cmd["description"] = shorten(f"{cmd['description']}", 116, placeholder="...")
-#         cmd_cards += f"""<ReferenceCard
-#     title="{cmd["name"]}"
-#     description="{cmd["description"]}"
-#     url="/bot/reference/{url}/{cmd["name"]}"
-# />\n"""
-#     return cmd_cards
-
-
-# def create_nested_subfolder_card(folder: Path, url: str) -> str:
-#     nested_card = f"""<ReferenceCard
-#         title="{folder.name}"
-#         description="{' '.join([sub.stem for sub in folder.glob('**/*.md*') if sub.is_file() and sub.stem != 'index'])}"
-#         url="/bot/reference/{url}/{folder.name}"
-#     />\n"""
-#     return nested_card
-
-
-# for bot in ["discord", "telegram"]:
-#     for folder in (Path(__file__).parent / bot).iterdir():
-#         rel_path = folder.relative_to(Path(__file__).parent / bot)
-#         cmd_cards: List[Dict[str, str]] = []
-
-#         for file in folder.glob("*.md*"):
-#             if file.stem == "index":
-#                 continue
-
-#             desc_regex = re.compile(
-#                 r"---\n\n# ([^\n]+)(.*)### Usage", (re.DOTALL | re.MULTILINE)
-#             )
-#             description = desc_regex.search(file.read_text()).group(2).strip()  # type: ignore
-
-#             cmd_dict = dict(
-#                 name=file.stem,
-#                 description=description,
-#                 url=f"{bot}/{rel_path}",
-#             )
-
-#             cmd_cards.append(cmd_dict)
-
-#         if not cmd_cards:
-#             continue
-
-#         with open(
-#             Path(__file__).parent / bot / rel_path / "index.mdx", "w", **wopen_kwargs  # type: ignore
-#         ) as subindex:
-#             subindex.write(f"# {folder.name}\n\n{reference_import}\n")
-
-#             for subfolder in folder.glob("*"):
-#                 if not subfolder.is_dir():
-#                     continue
-
-#                 subindex.write(
-#                     create_nested_subfolder_card(subfolder, f"{bot}/{rel_path}")
-#                 )
-
-#             subindex.write(
-#                 create_cmd_cards(cmd_cards, f'{bot}/{"/".join(rel_path.parts)}')
-#             )
-#             subindex.write("</ul>\n")
-
-#     with open(Path(__file__).parent / bot / "index.mdx", "w", **wopen_kwargs) as index:  # type: ignore
-#         index.write(f"# OpenBB {bot.title()} Reference\n\n{reference_import}\n")
-
-#         for folder in (Path(__file__).parent / bot).glob("*"):
-#             if not folder.is_dir():
-#                 continue
-
-#             index.write(create_nested_subfolder_card(folder, bot))
-#         index.write("</ul>\n")
+import re
+from pathlib import Path
+from textwrap import shorten
+from typing import Dict, List
+
+reference_import = """import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+"""
+wopen_kwargs = {"encoding": "utf-8", "newline": "\n"}
+
+
+def create_cmd_cards(cmd_text: List[Dict[str, str]], url: str) -> str:
+    cmd_cards = ""
+    for cmd in cmd_text:
+        cmd["description"] = shorten(f"{cmd['description']}", 116, placeholder="...")
+        cmd_cards += f"""<ReferenceCard
+    title="{cmd["name"]}"
+    description="{cmd["description"]}"
+    url="/bot/reference/{url}/{cmd["name"]}"
+/>\n"""
+    return cmd_cards
+
+
+def create_nested_subfolder_card(folder: Path, url: str) -> str:
+    nested_card = f"""<ReferenceCard
+        title="{folder.name}"
+        description="{' '.join([sub.stem for sub in folder.glob('**/*.md*') if sub.is_file() and sub.stem != 'index'])}"
+        url="/bot/reference/{url}/{folder.name}"
+    />\n"""
+    return nested_card
+
+
+for bot in ["discord", "telegram"]:
+    for folder in (Path(__file__).parent / bot).iterdir():
+        rel_path = folder.relative_to(Path(__file__).parent / bot)
+        cmd_cards: List[Dict[str, str]] = []
+
+        for file in folder.glob("*.md*"):
+            if file.stem == "index":
+                continue
+
+            desc_regex = re.compile(r"([^>]+)(.*)### Usage", (re.MULTILINE))
+
+            description = desc_regex.search(file.read_text()).group(1).strip()  # type: ignore
+
+            cmd_dict = dict(
+                name=file.stem,
+                description=description,
+                url=f"{bot}/{rel_path}",
+            )
+
+            cmd_cards.append(cmd_dict)
+
+        if not cmd_cards:
+            continue
+
+        with open(
+            Path(__file__).parent / bot / rel_path / "index.mdx", "w", **wopen_kwargs  # type: ignore
+        ) as subindex:
+            subindex.write(f"# {folder.name}\n\n{reference_import}\n")
+
+            for subfolder in folder.glob("*"):
+                if not subfolder.is_dir():
+                    continue
+
+                subindex.write(
+                    create_nested_subfolder_card(subfolder, f"{bot}/{rel_path}")
+                )
+
+            subindex.write(
+                create_cmd_cards(cmd_cards, f'{bot}/{"/".join(rel_path.parts)}')
+            )
+            subindex.write("</ul>\n")
+
+    with open(Path(__file__).parent / bot / "index.mdx", "w", **wopen_kwargs) as index:  # type: ignore
+        index.write(f"# OpenBB {bot.title()} Reference\n\n{reference_import}\n")
+
+        for folder in (Path(__file__).parent / bot).glob("*"):
+            if not folder.is_dir():
+                continue
+
+            index.write(create_nested_subfolder_card(folder, bot))
+        index.write("</ul>\n")
diff --git a/website/content/bot/reference/telegram/charts/index.mdx b/website/content/bot/reference/telegram/charts/index.mdx
new file mode 100644
index 000000000000..7d2015206dfd
--- /dev/null
+++ b/website/content/bot/reference/telegram/charts/index.mdx
@@ -0,0 +1,62 @@
+# charts
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="c"
+    description="This command will retrieve a candlestick chart for the crypto coin provided. The interval provided must be a..."
+    url="/bot/reference/telegram/charts/c"
+/>
+<ReferenceCard
+    title="c15m"
+    description="This command allows the user to retrieve a 15-minute intraday chart for a given ticker. The chart will show the..."
+    url="/bot/reference/telegram/charts/c15m"
+/>
+<ReferenceCard
+    title="c3m"
+    description="This command allows users to retrieve a 3-minute intraday chart for the given ticker. This chart will display the..."
+    url="/bot/reference/telegram/charts/c3m"
+/>
+<ReferenceCard
+    title="c5m"
+    description="This command allows the user to retrieve an intraday 5 minute chart for a given ticker. This chart will display..."
+    url="/bot/reference/telegram/charts/c5m"
+/>
+<ReferenceCard
+    title="cc"
+    description="This command allows the user to retrieve an intraday 5 minute chart for a given ticker, /c5m also has the same..."
+    url="/bot/reference/telegram/charts/cc"
+/>
+<ReferenceCard
+    title="cd"
+    description="This command allows the user to retrieve a daily candlestick chart for a particular ticker or coin. The..."
+    url="/bot/reference/telegram/charts/cd"
+/>
+<ReferenceCard
+    title="chart"
+    description="This command will retrieve a candlestick chart for the ticker/interval provided, with data for the past number of..."
+    url="/bot/reference/telegram/charts/chart"
+/>
+<ReferenceCard
+    title="chartfib"
+    description="This command allows the user to retrieve Fibonacci levels for a given ticker. This data can be used to identify..."
+    url="/bot/reference/telegram/charts/chartfib"
+/>
+<ReferenceCard
+    title="chartsr"
+    description="This command allows the user to retrieve Displays Support and Resistance Levels for the ticker provided. It will..."
+    url="/bot/reference/telegram/charts/chartsr"
+/>
+<ReferenceCard
+    title="cm"
+    description="This command allows the user to retrieve a weekly candlestick chart for the ticker/coin provided. The chart..."
+    url="/bot/reference/telegram/charts/cm"
+/>
+<ReferenceCard
+    title="cw"
+    description="This command allows the user to retrieve a weekly candlestick chart for the ticker/coin provided. The chart..."
+    url="/bot/reference/telegram/charts/cw"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/crypto/index.mdx b/website/content/bot/reference/telegram/crypto/index.mdx
new file mode 100644
index 000000000000..0f06daffffa5
--- /dev/null
+++ b/website/content/bot/reference/telegram/crypto/index.mdx
@@ -0,0 +1,52 @@
+# crypto
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="bigprints"
+    description="This command allows the user to retrieve the last 15 large prints for a given cryptocurrency pair. The command..."
+    url="/bot/reference/telegram/crypto/bigprints"
+/>
+<ReferenceCard
+    title="bio"
+    description="This command allows the user to retrieve fundamental information about a crypto, such as its current price,..."
+    url="/bot/reference/telegram/crypto/bio"
+/>
+<ReferenceCard
+    title="compfees"
+    description="This command allows users to retrieve the Protocol fees over time for the given project."
+    url="/bot/reference/telegram/crypto/compfees"
+/>
+<ReferenceCard
+    title="defi"
+    description="This command will retrieve a chart or table of the top DeFi protocols by market capitalization. It will provide a..."
+    url="/bot/reference/telegram/crypto/defi"
+/>
+<ReferenceCard
+    title="fees"
+    description="This will provide the user with the fee rate of the top crypto protocols on a specified date, allowing the user..."
+    url="/bot/reference/telegram/crypto/fees"
+/>
+<ReferenceCard
+    title="ir"
+    description="This command allows the user to retrieve the issuance rate of the top crypto protocols. The issuance rate is the..."
+    url="/bot/reference/telegram/crypto/ir"
+/>
+<ReferenceCard
+    title="prints"
+    description="This command allows the user to retrieve the Last 15 Crypto Prints over the last 24 hours for the specified coin...."
+    url="/bot/reference/telegram/crypto/prints"
+/>
+<ReferenceCard
+    title="top"
+    description="This command will retrieve the top cryptocurrencies, ranked by market capitalization, allowing the user to..."
+    url="/bot/reference/telegram/crypto/top"
+/>
+<ReferenceCard
+    title="tvl"
+    description="This command allows users to retrieve historical TVL (Total Value Locked) data for any given protocol. It..."
+    url="/bot/reference/telegram/crypto/tvl"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/darkpool/index.mdx b/website/content/bot/reference/telegram/darkpool/index.mdx
new file mode 100644
index 000000000000..d9ef10368d25
--- /dev/null
+++ b/website/content/bot/reference/telegram/darkpool/index.mdx
@@ -0,0 +1,47 @@
+# darkpool
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="allblocks"
+    description="The command allows the user to retrieve the last 15 block trades of a given security. This command will provide a..."
+    url="/bot/reference/telegram/darkpool/allblocks"
+/>
+<ReferenceCard
+    title="alldp"
+    description="This command allows the user to retrieve the last 15 darkpool trades for the specified stock ticker. A darkpool..."
+    url="/bot/reference/telegram/darkpool/alldp"
+/>
+<ReferenceCard
+    title="allprints"
+    description="This command retrieves the Last 15 Combination of Dark Pool and Blocks for a given ticker symbol. This can be..."
+    url="/bot/reference/telegram/darkpool/allprints"
+/>
+<ReferenceCard
+    title="bigprintsdp"
+    description="This command will retrieve the largest combination of dark pool and block trades over a specified amount of days...."
+    url="/bot/reference/telegram/darkpool/bigprintsdp"
+/>
+<ReferenceCard
+    title="levels"
+    description="This command allows the user to retrieve the Biggest Levels for All Prints over the last x days for the given..."
+    url="/bot/reference/telegram/darkpool/levels"
+/>
+<ReferenceCard
+    title="sectors"
+    description="This command allows the user to retrieve a summary of all prints by % of MarketCap by Sector over the last x..."
+    url="/bot/reference/telegram/darkpool/sectors"
+/>
+<ReferenceCard
+    title="summary"
+    description="This command retrieves a summary of all the prints by percentage of MarketCap over the last x days, sorted by..."
+    url="/bot/reference/telegram/darkpool/summary"
+/>
+<ReferenceCard
+    title="topsum"
+    description="This command allows the user to retrieve total block and dark pool data summary. It sums all darkpool prints and..."
+    url="/bot/reference/telegram/darkpool/topsum"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/discovery/index.mdx b/website/content/bot/reference/telegram/discovery/index.mdx
new file mode 100644
index 000000000000..e81b8988de73
--- /dev/null
+++ b/website/content/bot/reference/telegram/discovery/index.mdx
@@ -0,0 +1,47 @@
+# discovery
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="arktrades"
+    description="This command allows the user to retrieve a list of all trades made by ARK, including the time and amount of each..."
+    url="/bot/reference/telegram/discovery/arktrades"
+/>
+<ReferenceCard
+    title="fgindex"
+    description="This command allows the user to retrieve the Fear & Greed Index, which is an investor sentiment indicator..."
+    url="/bot/reference/telegram/discovery/fgindex"
+/>
+<ReferenceCard
+    title="halts"
+    description="This command allows the user to retrieve the time and halt code of stocks in the market, excluding penny stocks...."
+    url="/bot/reference/telegram/discovery/halts"
+/>
+<ReferenceCard
+    title="holidays"
+    description="This command allows the user to retrieve a list of upcoming market holidays. The command will return a list of..."
+    url="/bot/reference/telegram/discovery/holidays"
+/>
+<ReferenceCard
+    title="ipolist"
+    description="This command allows the user to view 10 of the most recent and upcoming Initial Public Offerings (IPOs) including..."
+    url="/bot/reference/telegram/discovery/ipolist"
+/>
+<ReferenceCard
+    title="pop"
+    description="This command retrieves the top 15 tickers for the day or hour based on popularity on the OpenBB Bot across all..."
+    url="/bot/reference/telegram/discovery/pop"
+/>
+<ReferenceCard
+    title="trendingst"
+    description="This command allows the user to retrieve the top 15 trending stocks from StockTwits according to the most recent..."
+    url="/bot/reference/telegram/discovery/trendingst"
+/>
+<ReferenceCard
+    title="wsb"
+    description="This command allows the user to view the top 15 trending stocks on r/WallStreetBets (WSB) using the /disc wsb..."
+    url="/bot/reference/telegram/discovery/wsb"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/duediligence/index.mdx b/website/content/bot/reference/telegram/duediligence/index.mdx
new file mode 100644
index 000000000000..72b972d1da4f
--- /dev/null
+++ b/website/content/bot/reference/telegram/duediligence/index.mdx
@@ -0,0 +1,92 @@
+# duediligence
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="ah"
+    description="This command allows the user to retrieve afterhours data for a given stock ticker. The data retrieved will..."
+    url="/bot/reference/telegram/duediligence/ah"
+/>
+<ReferenceCard
+    title="analyst"
+    description="This command allows the user to retrieve analyst recommendations for a given stock ticker."
+    url="/bot/reference/telegram/duediligence/analyst"
+/>
+<ReferenceCard
+    title="bio_stocks"
+    description="This command retrieves a stock's company information and displays it to the user. It takes a stock ticker as an..."
+    url="/bot/reference/telegram/duediligence/bio_stocks"
+/>
+<ReferenceCard
+    title="customer"
+    description="This command allows the user to display customers of the company using the given symbol."
+    url="/bot/reference/telegram/duediligence/customer"
+/>
+<ReferenceCard
+    title="divinfo"
+    description="This command retrieves dividend information for a given stock. The data includes dividend rate, yield, and ex-div..."
+    url="/bot/reference/telegram/duediligence/divinfo"
+/>
+<ReferenceCard
+    title="earnings"
+    description="This command allows the user to retrieve the expected earnings for the given business day. The displayed earnings..."
+    url="/bot/reference/telegram/duediligence/earnings"
+/>
+<ReferenceCard
+    title="ermove"
+    description="This command allows the user to retrieve the implied move for a stock based on the current option prices. The..."
+    url="/bot/reference/telegram/duediligence/ermove"
+/>
+<ReferenceCard
+    title="financials"
+    description="This command will retrieve the financials of the company with the given ticker which includes total assets, cash,..."
+    url="/bot/reference/telegram/duediligence/financials"
+/>
+<ReferenceCard
+    title="insiders"
+    description="This command allows the user to retrieve the 15 most recent insider transactions for a given stock. It will..."
+    url="/bot/reference/telegram/duediligence/insiders"
+/>
+<ReferenceCard
+    title="instholdings"
+    description="This command allows the user to retrieve the top 15 institutional holdings for a given stock. This list is..."
+    url="/bot/reference/telegram/duediligence/instholdings"
+/>
+<ReferenceCard
+    title="nexter"
+    description="This command will retrieve the next earnings date for the given stock ticker symbol."
+    url="/bot/reference/telegram/duediligence/nexter"
+/>
+<ReferenceCard
+    title="pm"
+    description="This command allows the user to retrieve premarket data for a given stock ticker. It will fetch the latest price,..."
+    url="/bot/reference/telegram/duediligence/pm"
+/>
+<ReferenceCard
+    title="pt"
+    description="This command allows the user to retrieve a chart with price targets for the specified ticker. The chart will..."
+    url="/bot/reference/telegram/duediligence/pt"
+/>
+<ReferenceCard
+    title="sec"
+    description="This command allows the user to retrieve the most recent SEC filings related to the specified ticker symbol. The..."
+    url="/bot/reference/telegram/duediligence/sec"
+/>
+<ReferenceCard
+    title="splits"
+    description="This command retrieves a list of recent stock splits for a given ticker. This command is useful for tracking the..."
+    url="/bot/reference/telegram/duediligence/splits"
+/>
+<ReferenceCard
+    title="supplier"
+    description="This command allows users to retrieve the list of suppliers associated with the company with the given ticker."
+    url="/bot/reference/telegram/duediligence/supplier"
+/>
+<ReferenceCard
+    title="ytd"
+    description="This command allows the user to retrieve the stock's year-to-date performance for a particular ticker symbol. It..."
+    url="/bot/reference/telegram/duediligence/ytd"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/economy/index.mdx b/website/content/bot/reference/telegram/economy/index.mdx
new file mode 100644
index 000000000000..ddb84ef68c6f
--- /dev/null
+++ b/website/content/bot/reference/telegram/economy/index.mdx
@@ -0,0 +1,47 @@
+# economy
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="bonds"
+    description="This command allows the user to retrieve an overview of Global or US bonds. It includes information about the..."
+    url="/bot/reference/telegram/economy/bonds"
+/>
+<ReferenceCard
+    title="calendar"
+    description="This command allows the user to retrieve an Economic Calendar for the day, which displays the upcoming economic..."
+    url="/bot/reference/telegram/economy/calendar"
+/>
+<ReferenceCard
+    title="commodities"
+    description="This command allows users to quickly and easily retrieve an overview of Futures and commodities. It provides the..."
+    url="/bot/reference/telegram/economy/commodities"
+/>
+<ReferenceCard
+    title="currencies"
+    description="This command allows the user to retrieve an overview of all available currencies. It will provide the user with..."
+    url="/bot/reference/telegram/economy/currencies"
+/>
+<ReferenceCard
+    title="fedrates"
+    description="This command allows users to quickly and easily retrieve upcoming Federal Rate decision dates and chances. It is..."
+    url="/bot/reference/telegram/economy/fedrates"
+/>
+<ReferenceCard
+    title="indices"
+    description="This command provides a real-time overview of the major US stock indices, such as the Dow Jones Industrial..."
+    url="/bot/reference/telegram/economy/indices"
+/>
+<ReferenceCard
+    title="revrepo"
+    description="This command allows the user to retrieve Reverse Repo data for a default period of 35 days. This data includes..."
+    url="/bot/reference/telegram/economy/revrepo"
+/>
+<ReferenceCard
+    title="yieldcurve"
+    description="This command allows the user to retrieve the US Bonds yield curve. The yield curve is a graph that plots the..."
+    url="/bot/reference/telegram/economy/yieldcurve"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/etf/index.mdx b/website/content/bot/reference/telegram/etf/index.mdx
new file mode 100644
index 000000000000..f3acfd72d7c6
--- /dev/null
+++ b/website/content/bot/reference/telegram/etf/index.mdx
@@ -0,0 +1,17 @@
+# etf
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="holdings"
+    description="This command returns the holdings for an ETF sorted by percent of ETF."
+    url="/bot/reference/telegram/etf/holdings"
+/>
+<ReferenceCard
+    title="tops"
+    description="This command returns the top ETFs for the day - sorted by gainers, losers, or active."
+    url="/bot/reference/telegram/etf/tops"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/flow/index.mdx b/website/content/bot/reference/telegram/flow/index.mdx
new file mode 100644
index 000000000000..e2d61c2823f9
--- /dev/null
+++ b/website/content/bot/reference/telegram/flow/index.mdx
@@ -0,0 +1,32 @@
+# flow
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+        title="flow"
+        description="day open prem unu wk"
+        url="/bot/reference/telegram/flow/flow"
+    />
+<ReferenceCard
+        title="flowsum"
+        description="day exp top wk"
+        url="/bot/reference/telegram/flow/flowsum"
+    />
+<ReferenceCard
+    title="bigflow"
+    description="This command retrieves the top 20 largest flow by premium for a stock. We calculate the largest flow by..."
+    url="/bot/reference/telegram/flow/bigflow"
+/>
+<ReferenceCard
+    title="sectorsflow"
+    description="This command retrieves a summary of all flows by MarketCap percentage per sector over the past x days."
+    url="/bot/reference/telegram/flow/sectorsflow"
+/>
+<ReferenceCard
+    title="summaryflow"
+    description="This command allows the user to retrieve a summary of all the flow per stock over the last x days, with the..."
+    url="/bot/reference/telegram/flow/summaryflow"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/fun/index.mdx b/website/content/bot/reference/telegram/fun/index.mdx
new file mode 100644
index 000000000000..5bc15dce8ed3
--- /dev/null
+++ b/website/content/bot/reference/telegram/fun/index.mdx
@@ -0,0 +1,22 @@
+# fun
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="8ball"
+    description="This command allows the user to ask the 8-ball a question and receive an answer. The question must end in a..."
+    url="/bot/reference/telegram/fun/8ball"
+/>
+<ReferenceCard
+    title="flip"
+    description="This command allows the user to simulate a coin flip displaying either a 'Heads' or 'Tails'."
+    url="/bot/reference/telegram/fun/flip"
+/>
+<ReferenceCard
+    title="urban"
+    description="This command allows the user to search for a definition of a word on Urban Dictionary."
+    url="/bot/reference/telegram/fun/urban"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/general/index.mdx b/website/content/bot/reference/telegram/general/index.mdx
new file mode 100644
index 000000000000..4982c6e6c950
--- /dev/null
+++ b/website/content/bot/reference/telegram/general/index.mdx
@@ -0,0 +1,27 @@
+# general
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="futures"
+    description="This command allows the user to retrieve futures prices on the stock market."
+    url="/bot/reference/telegram/general/futures"
+/>
+<ReferenceCard
+    title="news"
+    description="This command allows the user to retrieve the latest news for a given ticker."
+    url="/bot/reference/telegram/general/news"
+/>
+<ReferenceCard
+    title="quote"
+    description="This command allows the user to retrieve display quote stats for a stock - including the 52 week high/low, market..."
+    url="/bot/reference/telegram/general/quote"
+/>
+<ReferenceCard
+    title="ta"
+    description="This command allows the user to retrieve a technical analysis summary for a given stock ticker. The summary..."
+    url="/bot/reference/telegram/general/ta"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/government/index.mdx b/website/content/bot/reference/telegram/government/index.mdx
new file mode 100644
index 000000000000..445f5cb2d96e
--- /dev/null
+++ b/website/content/bot/reference/telegram/government/index.mdx
@@ -0,0 +1,22 @@
+# government
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="contracts"
+    description="This command will allow the user to retrieve the top 15 government contracts by amount for a specific ticker."
+    url="/bot/reference/telegram/government/contracts"
+/>
+<ReferenceCard
+    title="house"
+    description="This command allows the user to retrieve recent house trades for a specific ticker."
+    url="/bot/reference/telegram/government/house"
+/>
+<ReferenceCard
+    title="senate"
+    description="This command allows a user to view the recent trades of senate members for a specific ticker."
+    url="/bot/reference/telegram/government/senate"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/index.mdx b/website/content/bot/reference/telegram/index.mdx
new file mode 100644
index 000000000000..916c0898c12a
--- /dev/null
+++ b/website/content/bot/reference/telegram/index.mdx
@@ -0,0 +1,92 @@
+# OpenBB Telegram Reference
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+        title="charts"
+        description="c c15m c3m c5m cc cd chart chartfib chartsr cm cw"
+        url="/bot/reference/telegram/charts"
+    />
+<ReferenceCard
+        title="crypto"
+        description="bigprints bio compfees defi fees ir prints top tvl"
+        url="/bot/reference/telegram/crypto"
+    />
+<ReferenceCard
+        title="darkpool"
+        description="allblocks alldp allprints bigprintsdp levels sectors summary topsum"
+        url="/bot/reference/telegram/darkpool"
+    />
+<ReferenceCard
+        title="discovery"
+        description="arktrades fgindex halts holidays ipolist pop trendingst wsb"
+        url="/bot/reference/telegram/discovery"
+    />
+<ReferenceCard
+        title="duediligence"
+        description="ah analyst bio_stocks customer divinfo earnings ermove financials insiders instholdings nexter pm pt sec splits supplier ytd"
+        url="/bot/reference/telegram/duediligence"
+    />
+<ReferenceCard
+        title="economy"
+        description="bonds calendar commodities currencies fedrates indices revrepo yieldcurve"
+        url="/bot/reference/telegram/economy"
+    />
+<ReferenceCard
+        title="etf"
+        description="holdings tops"
+        url="/bot/reference/telegram/etf"
+    />
+<ReferenceCard
+        title="flow"
+        description="bigflow sectorsflow summaryflow day open prem unu wk day exp top wk"
+        url="/bot/reference/telegram/flow"
+    />
+<ReferenceCard
+        title="fun"
+        description="8ball flip urban"
+        url="/bot/reference/telegram/fun"
+    />
+<ReferenceCard
+        title="general"
+        description="futures news quote ta"
+        url="/bot/reference/telegram/general"
+    />
+<ReferenceCard
+        title="government"
+        description="contracts house senate"
+        url="/bot/reference/telegram/government"
+    />
+<ReferenceCard
+        title="info"
+        description="about start"
+        url="/bot/reference/telegram/info"
+    />
+<ReferenceCard
+        title="nft"
+        description="nftcollection nfttop"
+        url="/bot/reference/telegram/nft"
+    />
+<ReferenceCard
+        title="options"
+        description="chains equitypc gamma highiv hist indexpc itm iv maxpain oi oichart opstats smile topoi topoichange topstrikevol topvol topvoletf unu uoastock vol vsurf"
+        url="/bot/reference/telegram/options"
+    />
+<ReferenceCard
+        title="overview"
+        description="heatchart heatmap markets watchlist watchlist_add watchlist_remove"
+        url="/bot/reference/telegram/overview"
+    />
+<ReferenceCard
+        title="screeners"
+        description="screener ah all pm"
+        url="/bot/reference/telegram/screeners"
+    />
+<ReferenceCard
+        title="short_data"
+        description="borrowed hsi shortrate shortvol topshortvol"
+        url="/bot/reference/telegram/short_data"
+    />
+</ul>
diff --git a/website/content/bot/reference/telegram/info/index.mdx b/website/content/bot/reference/telegram/info/index.mdx
new file mode 100644
index 000000000000..9165a8b304dd
--- /dev/null
+++ b/website/content/bot/reference/telegram/info/index.mdx
@@ -0,0 +1,17 @@
+# info
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="about"
+    description="This command will provide users with a comprehensive overview of OpenBB Bot and links to our social media pages."
+    url="/bot/reference/telegram/info/about"
+/>
+<ReferenceCard
+    title="start"
+    description="List of commands for OpenBB Bot."
+    url="/bot/reference/telegram/info/start"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/nft/index.mdx b/website/content/bot/reference/telegram/nft/index.mdx
new file mode 100644
index 000000000000..430620379149
--- /dev/null
+++ b/website/content/bot/reference/telegram/nft/index.mdx
@@ -0,0 +1,17 @@
+# nft
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="nftcollection"
+    description="This command retrieves a collection of Non-Fungible Token (NFT) data associated with the specified slug. It..."
+    url="/bot/reference/telegram/nft/nftcollection"
+/>
+<ReferenceCard
+    title="nfttop"
+    description="This command allows users to retrieve the top NFT collections from Ethereum. It provides a list of the most..."
+    url="/bot/reference/telegram/nft/nfttop"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/options/index.mdx b/website/content/bot/reference/telegram/options/index.mdx
new file mode 100644
index 000000000000..2554d830cf5c
--- /dev/null
+++ b/website/content/bot/reference/telegram/options/index.mdx
@@ -0,0 +1,117 @@
+# options
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="chains"
+    description="This command allows users to retrieve Options Chain by Expiry, which gives an overview of the bid, ask, and open..."
+    url="/bot/reference/telegram/options/chains"
+/>
+<ReferenceCard
+    title="equitypc"
+    description="This command retrieves the Equity Put/Call Volume Ratio from market-harmonics.com. This ratio is used to measure..."
+    url="/bot/reference/telegram/options/equitypc"
+/>
+<ReferenceCard
+    title="gamma"
+    description="This command allows the user to view the Options Gamma Levels for a particular stock. Options Gamma Levels are..."
+    url="/bot/reference/telegram/options/gamma"
+/>
+<ReferenceCard
+    title="highiv"
+    description="This command retrieves the 15 highest IV30 equity stocks by 30 day Implied Volatility. The IV30 metric is a..."
+    url="/bot/reference/telegram/options/highiv"
+/>
+<ReferenceCard
+    title="hist"
+    description="This command allows the user to retrieve the historical price of options for the given parameters of a ticker,..."
+    url="/bot/reference/telegram/options/hist"
+/>
+<ReferenceCard
+    title="indexpc"
+    description="This command allows the user to retrieve the Index Put/Call Ratio for the market from market-harmonics.com. This..."
+    url="/bot/reference/telegram/options/indexpc"
+/>
+<ReferenceCard
+    title="itm"
+    description="This command allows the user to retrieve a list of In-the-Money options for the stock ticker symbol sorted by..."
+    url="/bot/reference/telegram/options/itm"
+/>
+<ReferenceCard
+    title="iv"
+    description="This command allows the user to quickly and easily retrieve various option information (volatility, IV rank,..."
+    url="/bot/reference/telegram/options/iv"
+/>
+<ReferenceCard
+    title="maxpain"
+    description="This command retrieves the Max Pain on expiration date for a given stock. Max Pain is the strike price with the..."
+    url="/bot/reference/telegram/options/maxpain"
+/>
+<ReferenceCard
+    title="oi"
+    description="This command allows the user to retrieve the Open Interest and Call/Put ratio for a given stock. Optionally, the..."
+    url="/bot/reference/telegram/options/oi"
+/>
+<ReferenceCard
+    title="oichart"
+    description="This command allows users to retrieve a chart of Total Open Interest by Strike Price for the given ticker symbol...."
+    url="/bot/reference/telegram/options/oichart"
+/>
+<ReferenceCard
+    title="opstats"
+    description="This command allows the user to quickly and easily retrieve various option information (volatility, IV rank,..."
+    url="/bot/reference/telegram/options/opstats"
+/>
+<ReferenceCard
+    title="smile"
+    description="This command allows the user to retrieve the Options Volatility Smile for the given ticker and expiry. The..."
+    url="/bot/reference/telegram/options/smile"
+/>
+<ReferenceCard
+    title="topoi"
+    description="This command allows the user to retrieve Top Open Interest among all stocks. This command queries the current..."
+    url="/bot/reference/telegram/options/topoi"
+/>
+<ReferenceCard
+    title="topoichange"
+    description="This command allows the user to view the top 15 stocks with the highest OI Change. It will display the stock..."
+    url="/bot/reference/telegram/options/topoichange"
+/>
+<ReferenceCard
+    title="topstrikevol"
+    description="This command allows the user to retrieve the top option strike by volume for a given security with the ability to..."
+    url="/bot/reference/telegram/options/topstrikevol"
+/>
+<ReferenceCard
+    title="topvol"
+    description="This command allows the user to retrieve the Top 15 Highest stock options volumes by adding the call and put..."
+    url="/bot/reference/telegram/options/topvol"
+/>
+<ReferenceCard
+    title="topvoletf"
+    description="This command allows the user to retrieve the Top 15 Highest ETF options volumes by adding the call and put volume..."
+    url="/bot/reference/telegram/options/topvoletf"
+/>
+<ReferenceCard
+    title="unu"
+    description="This command allows a user to retrieve unusual options sorted by strike and expiration. It provides a list of the..."
+    url="/bot/reference/telegram/options/unu"
+/>
+<ReferenceCard
+    title="uoastock"
+    description="This command allows the user to retrieve the 20-day average options volume by ticker. The volume is based on the..."
+    url="/bot/reference/telegram/options/uoastock"
+/>
+<ReferenceCard
+    title="vol"
+    description="This command allows the user to retrieve a chart of Options Volume by Strike for a specified ticker. This data..."
+    url="/bot/reference/telegram/options/vol"
+/>
+<ReferenceCard
+    title="vsurf"
+    description="This command allows the user to retrieve an options volatility surface for the ticker symbol. Specifically, it..."
+    url="/bot/reference/telegram/options/vsurf"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/overview/index.mdx b/website/content/bot/reference/telegram/overview/index.mdx
new file mode 100644
index 000000000000..828ad3baedb4
--- /dev/null
+++ b/website/content/bot/reference/telegram/overview/index.mdx
@@ -0,0 +1,37 @@
+# overview
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="heatchart"
+    description="This command allows the user to retrieve a Daily Market Heat Chart (15 minute delayed). The heat chart shows a..."
+    url="/bot/reference/telegram/overview/heatchart"
+/>
+<ReferenceCard
+    title="heatmap"
+    description="This command allows the user to retrieve Daily Heat Maps by Market and Sector. The Daily Heat Maps will allow the..."
+    url="/bot/reference/telegram/overview/heatmap"
+/>
+<ReferenceCard
+    title="markets"
+    description="This command allows the user to retrieve a markets overview which provides a quick summary of current market..."
+    url="/bot/reference/telegram/overview/markets"
+/>
+<ReferenceCard
+    title="watchlist"
+    description="This command allows the user to retrieve an overview of their watchlist, which includes the current price,..."
+    url="/bot/reference/telegram/overview/watchlist"
+/>
+<ReferenceCard
+    title="watchlist_add"
+    description="This command allows the user to add a stock or stocks to their watchlist."
+    url="/bot/reference/telegram/overview/watchlist_add"
+/>
+<ReferenceCard
+    title="watchlist_remove"
+    description="This command allows the user to remove a stock from their watchlist."
+    url="/bot/reference/telegram/overview/watchlist_remove"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/screeners/index.mdx b/website/content/bot/reference/telegram/screeners/index.mdx
new file mode 100644
index 000000000000..dbb8e33af05e
--- /dev/null
+++ b/website/content/bot/reference/telegram/screeners/index.mdx
@@ -0,0 +1,17 @@
+# screeners
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+        title="scr"
+        description="ah all pm"
+        url="/bot/reference/telegram/screeners/scr"
+    />
+<ReferenceCard
+    title="screener"
+    description="This command allows the user to retrieve stock screener results according to the chosen technical signal."
+    url="/bot/reference/telegram/screeners/screener"
+/>
+</ul>
diff --git a/website/content/bot/reference/telegram/short_data/index.mdx b/website/content/bot/reference/telegram/short_data/index.mdx
new file mode 100644
index 000000000000..c246d06b2705
--- /dev/null
+++ b/website/content/bot/reference/telegram/short_data/index.mdx
@@ -0,0 +1,32 @@
+# short_data
+
+import ReferenceCard from "@site/src/components/General/ReferenceCard";
+
+<ul className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4 -ml-6">
+
+<ReferenceCard
+    title="borrowed"
+    description="This command allows the user to view the history of borrowed shares available and fees associated with the stock..."
+    url="/bot/reference/telegram/short_data/borrowed"
+/>
+<ReferenceCard
+    title="hsi"
+    description="This command retrieves the top high short interest stocks over a 20% ratio. This information can let an investor..."
+    url="/bot/reference/telegram/short_data/hsi"
+/>
+<ReferenceCard
+    title="shortrate"
+    description="This command allows the user to retrieve the Display Short Shares spot borrow rate from Interactive Brokers for..."
+    url="/bot/reference/telegram/short_data/shortrate"
+/>
+<ReferenceCard
+    title="shortvol"
+    description="This command allows the user to retrieve a graph of the 30 day history of the short volume versus the total..."
+    url="/bot/reference/telegram/short_data/shortvol"
+/>
+<ReferenceCard
+    title="topshortvol"
+    description="This command allows the user to retrieve the Top 15 Short Interest Stocks per Finra. It's typically measured as a..."
+    url="/bot/reference/telegram/short_data/topshortvol"
+/>
+</ul>