- Hands on with LLMs (In previous projects) and worked on product development using LLMs
- Experience with Chat, IVR, Banking will be plus
- Exp with Speech to Text using Whisper/Google TTS etc.,
- Handson experience with Vector Database & Graph DB (Pinecone, Milvus, Neo4j)
- Good understanding and experience using Transformer/Neural Network model
- Hands on experience using Open AI APIs, Open Source LLMs (Llama2, Mistral, Mixtral etc.,)
- Solid understanding on framework like Langchain, Haystack and ability to use Agentic Workflows using those frameworks
- Handson experience in creating Embedding using MPNET, Ada models
- Ability to use advanced techniques like HyDE, MMR, LLM reranking for effective semantic search
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