LangChain, AI Expert programLangChain for LLM Applications

Build powerful LLM-based applications with LangChain: prompt engineering, chaining workflows, RAG, vector databases, agents, memory and API integrations.

Book an appointment Call 847-350-9034

12 modulesReal-world projectsHands-on labs

What you will build

From the first chain to production. 1

Fundamentals

Prompt templates, chains, output parsers, LLMs and embeddings.2

Data and retrieval

Document loaders, splitting, vector databases, RAG chatbots.3

Agents and memory

Conversation memory, tools, agents, AI assistants.4

Production

API and database integrations, LangServe, LangSmith, LangGraph.

Detailed course content

Modules 1 to 12.

Modules 1-3

✓What LangChain is and key concepts✓Environment setup: Python and API keys✓Prompt templates, chains, output parsers✓Overview of LLMs and embeddings✓Similarity search with embeddings

Modules 4-6

✓Document loaders: PDF, CSV, text, JSON, web✓Chunking and RecursiveCharacterTextSplitter✓Vector stores: FAISS, Chroma, Pinecone, Weaviate, Milvus✓Retrieval chains: stuff, map-reduce, refine✓Building and optimizing RAG chatbots

Modules 7-9

✓ConversationBufferMemory and SummaryMemory✓Entity memory✓Tools and agents: ReAct, conversational, tool-using✓API chains and SQL integration✓AWS Bedrock, Azure OpenAI, Google Vertex AI

Modules 10-12

✓LangServe: API deployment and routing✓LangSmith: tracing, debugging, observability✓Testing, monitoring and logging best practices✓LangGraph state-machine workflows✓Multi-agent systems and real-world projects

Support and salient features

Career support and classroom features that come with the course.

Staffing support

✓Resume preparation✓Mock interview preparation✓Phone interview preparation✓Face to face interview preparation✓Project and technology preparation✓Internship with internal project work✓Externship with client project work

Our salient features

✓Hands-on labs and homework✓Group discussion and case study✓Course project work✓Regular quiz and exam✓Regular support beyond the classroom✓Students can re-take the class at no cost✓Dedicated conference rooms for group project work✓Live streaming for remote students✓Video recording to catch up on a missed class

Ready to build LLM apps?

Call 847-350-9034 or book an appointment to talk about this course and funding options.Book an appointment Call 847-350-9034 Education grant program

What you will build

From the first chain to production.1

Fundamentals

Prompt templates, chains, output parsers, LLMs and embeddings.2

Data and retrieval

Document loaders, splitting, vector databases, RAG chatbots.3

Agents and memory

Conversation memory, tools, agents, AI assistants.4

Production

API and database integrations, LangServe, LangSmith, LangGraph.

Detailed course content

Modules 1 to 12.1

Modules 1-3

✓What LangChain is and key concepts✓Environment setup: Python and API keys✓Prompt templates, chains, output parsers✓Overview of LLMs and embeddings✓Similarity search with embeddings2

Modules 4-6

✓Document loaders: PDF, CSV, text, JSON, web✓Chunking and RecursiveCharacterTextSplitter✓Vector stores: FAISS, Chroma, Pinecone, Weaviate, Milvus✓Retrieval chains: stuff, map-reduce, refine✓Building and optimizing RAG chatbots3

Modules 7-9

✓ConversationBufferMemory and SummaryMemory✓Entity memory✓Tools and agents: ReAct, conversational, tool-using✓API chains and SQL integration✓AWS Bedrock, Azure OpenAI, Google Vertex AI4

Modules 10-12

✓LangServe: API deployment and routing✓LangSmith: tracing, debugging, observability✓Testing, monitoring and logging best practices✓LangGraph state-machine workflows✓Multi-agent systems and real-world projects

Support and salient features

Career support and classroom features that come with the course.1

Staffing support

✓Resume preparation✓Mock interview preparation✓Phone interview preparation✓Face to face interview preparation✓Project and technology preparation✓Internship with internal project work✓Externship with client project work2

Our salient features

✓Hands-on labs and homework✓Group discussion and case study✓Course project work✓Regular quiz and exam✓Regular support beyond the classroom✓Students can re-take the class at no cost✓Dedicated conference rooms for group project work✓Live streaming for remote students✓Video recording to catch up on a missed class

Ready to build LLM apps?

Call 847-350-9034 or book an appointment to talk about this course and funding options.Book an appointment Call 847-350-9034 Education grant program