I will fix rag chatbot errors in langchain langgraph and vector databases n8n make com


About this gig
Is your RAG chatbot returning irrelevant answers, ignoring documents, losing conversation memory, or failing to retrieve the correct data?
I will diagnose and fix errors in your LangChain, LangGraph, RAG pipeline, embeddings, retriever, vector database, API integrations, and AI-agent workflows. Ill identify the root cause and improve retrieval quality, response accuracy, stability, and performance.
I can fix:
Incorrect or irrelevant RAG responses
Documents not being retrieved
LangChain chain and agent errors
LangGraph state and routing issues
Vector database connection errors
Pinecone, Supabase, Weaviate, Chroma or Qdrant
Embedding and dimension mismatches
Chunking and document-loading problems
Metadata filtering issues
Conversation memory errors
Duplicate or outdated vectors
API, webhook and authentication failures
Slow retrieval and response times
Hallucination and prompt issues
Deployment and environment errors
Message me before ordering with your error details, architecture, logs and expected result so I can recommend the correct fix.
Get to know Desmond D
Zapier Make Automation Expert API, Webhook Workflow Integration Specialist
- FromUnited States
- Member sinceJul 2026
- Avg. response time2 hours
Languages
English, French
FAQ
Which vector databases do you support?
I work with Pinecone, Supabase pgvector, Weaviate, Qdrant, Chroma, FAISS, Redis and compatible vector databases.
Can you fix irrelevant or inaccurate chatbot answers?
Yes. I review retrieval, chunking, embeddings, prompts, metadata filters and context construction to improve answer relevance.
Can you fix LangGraph state and memory issues?
Yes. I troubleshoot state updates, checkpoints, routing, persistence, loops and conversation-memory problems.
Can you fix document-ingestion errors?
Yes. I repair loaders, parsers, chunking, metadata, embeddings and vector-upsert workflows.
Can you fix embedding-dimension errors?
Yes. I align the embedding model, vector dimensions, indexes and stored records.
Can you fix API and authentication errors?
Yes. I troubleshoot model APIs, vector-database credentials, webhooks, environment variables and integration failures.

