Alternatives to Ragfly
The top Retrieval Augmented Generation companies similar to Ragfly, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
LangChain61Agentic AISan Francisco, United States$260.0M
LlamaIndex64Agentic AIUnited States
Hebbia72Agentic AINew York, United States$100.0M
Harvey.61Legal & ComplianceNew York, United States$100.0M
Vectara60Agentic AIPalo Alto, United States$40.0M
Pandektes55Agentic AITel Aviv, Israel$7.3M
Deeto54EnterpriseSan Francisco, United States$12.5M
Norm Ai44Agentic AINew York, United States$17.0M
Inteleye37Agentic AITel Aviv, Israel$10.0M
Askmii10Agentic AISan Francisco, United States- XMxMemory10Artificial IntelligenceLondon, United Kingdom
newcode.ai10AI Coding AssistantTel Aviv, Israel$1.0M
Dust65Agentic AIParis, France$15.0M
Sarvam AI63Agentic AIBengaluru, India$234.0M
Channel360Agentic AISan Francisco, United States$7.0M
Composio59Agentic AISan Francisco, United States$50.0M
Iris.ai58AI Foundation & ComputeOslo, Norway$10.4M
Tavily57Generative AITel Aviv, Israel$5.0M
rogo56FinanceNew York, United States$322.0M
Arcten55Agentic AISan Francisco, United States$12.0M
giniX54Generative AITel Aviv, Israel
Naboo AI52Retrieval Augmented GenerationSan Francisco, United States$62.7M
Geniez.ai50Foundation ModelNew York, United States$256.0M
Personal AI48Agentic AISan Francisco, United States- B2B2 AI48Agentic AISan Francisco, United States$12.0M
Tako47HR TechSan Francisco, United States$11.0M- Eternyl40Agentic AISan Francisco, United States$17.0M
Railtown Cloud40Agentic AISan Francisco, United States
Cofactory39Agentic AISan Francisco, United States
Compbrief38AI Search EngineSan Francisco, United States
Openmacaw35Agentic AISan Francisco, United States$15.0M
Hyperspell35Agentic AISan Francisco, United States$1.5M- RARails34Agentic AISan Francisco, United States
- RURubric AI33Agentic AISan Francisco, United States$10.0M
Andraste32Agentic AISan Francisco, United States$1.0M
Trailblaze31Foundation ModelSan Francisco, United States
MemGPT28Foundation Model
LangWare25Artificial IntelligenceSan Francisco, United States
Langbase20Agentic AISan Francisco, United States
Gardi AI20LegalTechTel Aviv, Israel
ShmoneLoops19Artificial IntelligenceTel Aviv, Israel
AskVirgil18EnterpriseSan Francisco, United States
Langchain-Chatchat11Open Source- Dweeno9Agentic AIHaifa, Israel
- CapsynthAgentic AISan Francisco, United States$4.0M
- SandthoughtAI Search EngineTel Aviv, Israel$1.5M
CraftblocksAgentic AISan Francisco, United States$1.5M
Obriy AIAgentic AIKyiv, Ukraine$500K
PolynsideAgentic AI- Multiview OneAgentic AITel Aviv, Israel$1.0M
EnclosAI InfrastructureSan Francisco, United States$17.0M
LyqaAI Agent
Agentcraft LimitedAgentic AILondon, United Kingdom- Liwen AIFoundation Model
Agent Bricks87Agentic AISan Francisco, United States
AI Solutions And Robotic Services .85Agentic AISan Francisco, United States$100.0M
Manus AI75Agentic AISingapore, Singapore$151.5M
NemoClaw75Artificial Intelligence
Intercom (Fin by Intercom)71Voice AgentSan Francisco, United States$911.0M
Perplexity AI71Search EngineSan Francisco, United States$665.0M
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| LangChain | Agentic AI | San Francisco, United States | $260.0M | 61 |
| LlamaIndex | Agentic AI | United States | — | 64 |
| Hebbia | Agentic AI | New York, United States | $100.0M | 72 |
| Harvey. | Legal & Compliance | New York, United States | $100.0M | 61 |
| Vectara | Agentic AI | Palo Alto, United States | $40.0M | 60 |
| Pandektes | Agentic AI | Tel Aviv, Israel | $7.3M | 55 |
| Deeto | Enterprise | San Francisco, United States | $12.5M | 54 |
| Norm Ai | Agentic AI | New York, United States | $17.0M | 44 |
| Inteleye | Agentic AI | Tel Aviv, Israel | $10.0M | 37 |
| Askmii | Agentic AI | San Francisco, United States | — | 10 |
| XMxMemory | Artificial Intelligence | London, United Kingdom | — | 10 |
| newcode.ai | AI Coding Assistant | Tel Aviv, Israel | $1.0M | 10 |
| Dust | Agentic AI | Paris, France | $15.0M | 65 |
| Sarvam AI | Agentic AI | Bengaluru, India | $234.0M | 63 |
| Channel3 | Agentic AI | San Francisco, United States | $7.0M | 60 |
| Composio | Agentic AI | San Francisco, United States | $50.0M | 59 |
| Iris.ai | AI Foundation & Compute | Oslo, Norway | $10.4M | 58 |
| Tavily | Generative AI | Tel Aviv, Israel | $5.0M | 57 |
| rogo | Finance | New York, United States | $322.0M | 56 |
| Arcten | Agentic AI | San Francisco, United States | $12.0M | 55 |
| giniX | Generative AI | Tel Aviv, Israel | — | 54 |
| Naboo AI | Retrieval Augmented Generation | San Francisco, United States | $62.7M | 52 |
| Geniez.ai | Foundation Model | New York, United States | $256.0M | 50 |
| Personal AI | Agentic AI | San Francisco, United States | — | 48 |
| B2B2 AI | Agentic AI | San Francisco, United States | $12.0M | 48 |
| Tako | HR Tech | San Francisco, United States | $11.0M | 47 |
| Agentic AI | San Francisco, United States | $17.0M | 40 | |
| Railtown Cloud | Agentic AI | San Francisco, United States | — | 40 |
| Cofactory | Agentic AI | San Francisco, United States | — | 39 |
| Compbrief | AI Search Engine | San Francisco, United States | — | 38 |
| Openmacaw | Agentic AI | San Francisco, United States | $15.0M | 35 |
| Hyperspell | Agentic AI | San Francisco, United States | $1.5M | 35 |
| RARails | Agentic AI | San Francisco, United States | — | 34 |
| RURubric AI | Agentic AI | San Francisco, United States | $10.0M | 33 |
| Andraste | Agentic AI | San Francisco, United States | $1.0M | 32 |
| Trailblaze | Foundation Model | San Francisco, United States | — | 31 |
| MemGPT | Foundation Model | — | — | 28 |
| LangWare | Artificial Intelligence | San Francisco, United States | — | 25 |
| Langbase | Agentic AI | San Francisco, United States | — | 20 |
| Gardi AI | LegalTech | Tel Aviv, Israel | — | 20 |
| ShmoneLoops | Artificial Intelligence | Tel Aviv, Israel | — | 19 |
| AskVirgil | Enterprise | San Francisco, United States | — | 18 |
| Langchain-Chatchat | Open Source | — | — | 11 |
| Agentic AI | Haifa, Israel | — | 9 | |
| Agentic AI | San Francisco, United States | $4.0M | — | |
| AI Search Engine | Tel Aviv, Israel | $1.5M | — | |
| Craftblocks | Agentic AI | San Francisco, United States | $1.5M | — |
| Obriy AI | Agentic AI | Kyiv, Ukraine | $500K | — |
| Polynside | Agentic AI | — | — | — |
| Agentic AI | Tel Aviv, Israel | $1.0M | — | |
| Enclos | AI Infrastructure | San Francisco, United States | $17.0M | — |
| Lyqa | AI Agent | — | — | — |
| Agentcraft Limited | Agentic AI | London, United Kingdom | — | — |
| Foundation Model | — | — | — | |
| Agent Bricks | Agentic AI | San Francisco, United States | — | 87 |
| AI Solutions And Robotic Services . | Agentic AI | San Francisco, United States | $100.0M | 85 |
| Manus AI | Agentic AI | Singapore, Singapore | $151.5M | 75 |
| NemoClaw | Artificial Intelligence | — | — | 75 |
| Intercom (Fin by Intercom) | Voice Agent | San Francisco, United States | $911.0M | 71 |
| Perplexity AI | Search Engine | San Francisco, United States | $665.0M | 71 |