Labs

ImmersiveData.AI SocialStream for Meta
Streaming social data made simple. ImmersiveData.AI SocialStream delivers real time engagement data (likes, comments, shares) from Facebook, Instagram, and YouTube directly into BigQuery. Built on a GCP-native stack (Cloud Run, Pub/Sub, BigQuery), it ensures secure, lossless, and analytics-ready pipelines without the hassle of managing APIs or tokens.

Track campaigns in real time
Monitor brand reputation instantly
Power predictive analytics & dashboards

Immersive Data.AI DocuMind
An AI-powered document analysis agent. DocuMind instantly reads and summarizes dense documents—reports, contracts, research papers—into concise, actionable insights. Built with Google Vertex AI, Flask, and SendGrid, it delivers structured summaries straight to your inbox in seconds.

Key Features
Secure login (OAuth 2.0)
Multi-format upload (PDF, DOCX, TXT)
Advanced AI summarization (Gemini)
Instant email delivery

Why It Matters
Save hours of reading, make faster decisions, and focus on strategy—not manual summarization.

1. CrewAI
A lightweight framework for orchestrating collaborative autonomous agents.
CrewAI enables developers to define agent roles, assign tasks, and manage agent interactions using “Crews” and “Flows.” It's framework-agnostic and built for structured autonomy—ideal for enterprise multi-agent experimentation.
docs.crewai.com


2. LangChain
A modular LLM framework enabling chaining, memory, agents, and tools.
LangChain is foundational for building agent workflows, RAG pipelines, and function-calling systems. It supports integration with vector stores, retrievers, and external APIs.
langchain.com 

 1. AgentOps
The observability layer for autonomous agents.
AgentOps tracks, logs, and analyzes multi-agent system behavior, LLM costs, trace logs, hallucinations, and errors in real time. It supports CrewAI, LangChain, AutoGen, and others.
github.com/AgentOps-AI/agentops


2. LangSmith (by LangChain)
A debugging, testing, and evaluation platform for LLM apps.
LangSmith offers detailed tracing, evaluation, dataset comparisons, and production monitoring for LangChain applications—great for model comparisons and fine-tuning.
smith.langchain.com

 1. OpenCog
An open-source framework for Artificial General Intelligence (AGI).
OpenCog Prime integrates symbolic logic, probabilistic reasoning, and emergent behavior via a graph-based cognitive engine. Used in advanced agentic research and emotion-aware agents.
opencog.org


2. Camel-AI
Role-based AI agent conversations for emergent behavior.
CAMEL enables agents to adopt system-defined roles and interact naturally, leading to emergent planning. Used in AI research and synthetic workforce simulations.
github.com/lightaime/camel

 1. End-to-End Agentic AI Automation Lab
A full-stack lab for deploying agent-based pipelines.
This open project bundles CrewAI, LangChain, AutoGen, RAG, and cloud deployment workflows into one production-ready setup. Excellent for enterprise POCs.
github.com/MDalamin5/End-to-End-Agentic-Ai-Automation-Lab


2. FlowiseAI
Visual builder for LLM workflows with drag-and-drop pipelines.
Flowise allows teams to build LangChain and agentic workflows via UI. Fast prototyping and collaborative experimentation tool.
flowiseai.com

 1. GPT-OSS (Open Weight Models)
Open-source alternatives to GPT-3.5/4 released under permissive licenses.
From Mistral, Meta (LLaMA), and OpenAI’s GPT-OSS, these open-weight models enable local inference, fine-tuning, and AI agent experimentation at scale.
Hugging Face – Open LLM Leaderboard


2. Ollama
Run LLMs locally with simple Docker-like commands.
Ollama lets you run models like LLaMA2, Mistral, and Phi on-device with optimized performance for low-latency use cases and fast local inference for agents.
ollama.com