RAG + LangChain + LLM AI Solutions
enterprise aiTransform your organization's knowledge into an intelligent AI system. We build advanced RAG (Retrieval-Augmented Generation) pipelines that combine LangChain orchestration with powerful LLMs, enabling AI systems to access and reason over your proprietary data accurately and securely.
Core Capabilities
Custom RAG pipeline development
Enterprise knowledge base integration
Intelligent document Q&A systems
Context-aware chatbot development
Multi-source data aggregation
Real-time information retrieval
Semantic search implementation
Private LLM deployment options
Real-World Use Cases
Internal knowledge management systems
Customer support chatbots with company data
Legal document research and query
Medical records Q&A systems
Technical documentation search
Sales enablement AI assistants
HR policy and benefits chatbots
Research paper analysis and discovery
Technologies & Tools
- LangChain for LLM orchestration
- OpenAI GPT-4 and GPT-4 Turbo
- Anthropic Claude 3.5 Sonnet
- Vector databases (Pinecone, Weaviate, Chroma)
- Embeddings (OpenAI, Cohere, Sentence Transformers)
- LlamaIndex for data indexing
- Haystack for NLP pipelines
- Private model deployment (Llama 2, Mistral)
Key Features
- Accurate source attribution and citations
- Real-time data sync and updates
- Multi-modal data support (text, images, tables)
- Custom embedding strategies
- Hybrid search (semantic + keyword)
- Conversation memory and context
- Access control and permissions
- Analytics and usage tracking
Business Benefits
75% reduction in information search time
Accurate answers with source citations
24/7 knowledge availability
Reduced dependency on subject matter experts
Improved customer self-service
Faster employee onboarding
Data security and privacy compliance
Scalable knowledge management
Related Projects
Thunder Develops has successfully implemented this technology in real-world applications:
- AI-based chat support on enterprise database
- Legal document RAG system
- Medical knowledge Q&A platform
Ready to Get Started?
Let's discuss how RAG & LLM can transform your business. Our team is ready to build a custom solution tailored to your specific needs and requirements.