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Market around RAG-Enhanced Knowledge Base Agent

An open-source local agentic RAG system that uses Qwen and Ollama for autonomous tool calling, FAISS retrieval, and source-backed answers from PDF and text knowledge bases.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
RAG-Enhanced Knowledge Base Agent · Pro
No Pro plan
—
Pro-agent median
$32
across 6 priced agents
vs Pro agents
No comparison
RAG-Enhanced Knowledge Base Agent doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
35th pctile
10 competing vendors
Comparable listings · 30d
Flat
driven by qbrin $25→$36
Agents · Pro median
$32/mo
6 priced · $17.49–$84 mid 50%
Price spectrum · Pro plans · 8 of 11 providers priced · log scale · $12.99 → $140/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)RAG-Enhanced Knowledge Base Agent has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches RAG-Enhanced Knowledge Base Agent's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

AAgents28Ranked by similarity
RAG-Enhanced Knowledge Base Agentthis listing
● AGENT
no public price
1min Ai Pdf Chat
● AGENT78% similar
no public price
Techdocs Agent
● AGENT77% similar
no public price
Boei Pdf Ai
● AGENT76% similar
no Pro plan
entry $19/mo
Pdfpeer
● AGENT75% similar
$14.99/mo Pro
-53% vs Pro median
Research Assistant
● AGENT75% similar
no public price
Qbrin
● AGENT75% similar
no public price
KnowledgeAgent
● AGENT75% similar
no public price
Citelocal Agent
● AGENT74% similar
no public price
RAG Agent
● AGENT74% similar
no public price
Aiagentdocs
● AGENT74% similar
$12.99/mo Pro
-59% vs Pro median
Jarvis RAG Local
● AGENT74% similar
no public price
Elephas
● AGENT74% similar
$19/mo Pro
-41% vs Pro median
Telomi
● AGENT73% similar
no public price
Ai Doctor
● AGENT73% similar
no public price
Embedai Knowledge Search
● AGENT73% similar
$99/mo Pro
+209% vs Pro median
Enterprise RAG Agent
● AGENT72% similar
no public price
ChatDOC
● AGENT71% similar
no public price
Document Qa Assistant
● AGENT71% similar
no public price
Root Kg
● AGENT71% similar
no public price
Ai Knowledge Base Assistant
● AGENT71% similar
no Pro plan
entry $199/mo
Khoj
● AGENT71% similar
no public price
AI Research Agent
● AGENT71% similar
$25/mo Pro
-22% vs Pro median
Agentic Research Assistant
● AGENT71% similar
no public price
LexIA Legal Document Analysis Assistant
● AGENT70% similar
no public price
DeepSearch Research Agent
● AGENT70% similar
no public price
Kev
● AGENT70% similar
no public price
mole
● AGENT70% similar
no public price
MMCP servers2Ranked by similarity
Ragora
● MCP75% similar
no public price
Ninjadoc
● MCP74% similar
$25 usage Pro
not monthly-comparable
PPlatforms1Ranked by similarity
notebook
● PLATFORM73% similar
no public price
OOther1Ranked by similarity
Agentic RAG
● OTHER71% similar
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.