Integrations
If
Telegram
Telegram Trigger
Stop and Error
Sticky Note
Code
Question and Answer Chain
Embeddings OpenAI
Vector Store Retriever
Recursive Character Text Splitter
Pinecone Vector Store
Limit
Default Data Loader
Groq Chat Model
What this template does
This template acts as a chatbot that allows you to ask questions about the content of a PDF directly in Telegram.
It checks incoming Telegram messages to see if they contain a document. If a document is found, it stores the PDF in a Pinecone Vector store. If no document is attached, it searches the Vector Store for relevant information and tries to answer your question.
Setup
- Open the Telegram app and search for the BotFather user (@BotFather).
- Start a chat with the BotFather.
- Type /newbot to create a new bot.
- Follow the prompts to name your bot and get a unique API token.
- Save your access token and username. Once the bot is set up, you can send the PDF and ask questions about the content.
How to adjust it to your needs
- You can replace the Groq chat model with any model of your choice.
- Replace Pinecone with any other vector store tool you prefer (e.g., Supabase, Postgres, or QDrant).
#Telegram, #Pinecone, #OpenAI, #GroQ
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