Advanced RAG Chatbot with Re-Ranking | Groq | Ollama | Cohere | Langchain

#rag #llm #groq #cohere #langchain #ollama #reranking


In this video, we're diving into the creation of a cool retrieval-augmented generation (RAG) app. Sometimes, our app may present text chunks that don't perfectly align with what we need from our vector database. But fret not! We have a solution in place. Leveraging Cohere's platform API, we'll re-rank our results, ensuring we get the most accurate and relevant information. Let's blend cutting-edge technology with practical solutions to enhance our app's performance.


Code Link : https://thecodespace.in/advanced-rag-with-re-ranking-groq-pinecone-cohere-langchain-ollama-embeddings/

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My Website : https://thecodespace.in/


Related Tags :

Langchain
Ollama
Pinecone
Cohere
Groq
OpenAI
Document Processing
PDF Parsing
Embeddings
Vector Database
Information Retrieval
Text Processing
API Integration
Reranking
PyPDFDirectoryLoader
OllamaEmbeddings
TextProcessing
NLPDevelopment
PythonLibraries
ChatModel
DocumentLoader
Embeddings
VectorStores
TextSplitting
PDFProcessing
Retrieval-augmented generation
Question Answering
NaturalLanguageProcessing
TheCodeSpace
Raj Parmar

Тэги:

##Langchain ##Ollama ##Pinecone ##Cohere ##Groq ##OpenAI ##DocumentProcessing ##PDFParsing ##Embeddings ##VectorDatabase ##InformationRetrieval ##TextProcessing ##APIIntegration ##QuestionAnswering #RAG #retrieval-augmented_generation #LLM #chatgpt #Reranking #thecodespace #Raj_Parmar

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