RagLeap Core
A self-hosted AI business operating system supporting a BYOK model, 19 AI service providers and local deployment via Ollama. It targets enterprise-grade deployment and management of AI applications.
Timeline (last 90 days)
RagLeap Core is a self-hosted AI business operating system, containing 46 autonomous AI employees (9 core + 37 vertical roles), using Graph RAG (Neo4j), supporting multi-channel access (WhatsApp/Telegram/Discord/voice), BYOK support for 19 providers plus Ollama local deployment, and licensed under MIT.
RagLeap Core released v0.10.1 just 44 minutes after releasing v0.10.0, because on Windows the local PostgreSQL already occupied port 5433, causing the installer to hang.
v0.10.0 introduced login rate limiting: 10 wrong API Keys within 5 minutes trigger a 15-minute 429 lockout and return a Retry-After header, support proxy awareness via TRUSTED_PROXIES, and can be disabled with AUTH_THROTTLE=off.
v0.10.0 added a Setup tab and a GET /setup/status endpoint, showing what is configured and what is missing, never displaying keys, and making zero AI calls.
v0.10.0 raised the Ollama context default to 8192, and added an install.ps1 PowerShell installation script and disk space checks (local AI requires 4GB/14GB).
v0.10.1 made all ports configurable settings: APP_PORT 8000, DB_PORT 5433, VOICE_PORT 8766, NEO4J 7475/7688, REDIS 6380; on a fresh install, if a port is occupied, the installer selects the next free port and writes it to .env, and an existing .env file is never modified.
v0.10.1 added the ragleap key --rotate command: it generates a new random API Key and writes it to .env, restarts only the application container, verifies that the old Key is rejected and the new Key works, then prints the new link, without touching the database at all.
BYOK (Bring Your Own Key) means users bring their own AI provider API Key, rather than the platform uniformly paying for or reselling model calls; RagLeap Core supports 19 providers plus Ollama local deployment.
Limitations voluntarily disclosed by the RagLeap Core developer include: tested only on one Windows machine with Docker Desktop, with Gemini/Ollama/skip menu all choosing skip; Ollama on Windows has not yet been tested; the single-line irm ... | iex failed on that machine; the PATH hint is written for bash rather than PowerShell; Windows reserved port ranges are not covered by the port occupancy check; and the key is briefly visible in the process list during browser launch.
The RagLeap Core GitHub repository currently has 18 stars, with a goal of 20 stars, and the project is being advanced through "building in public".
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All Facts (11)
RagLeap Core is a self-hosted AI business operating system, containing 46 autonomous AI employees (9 core + 37 vertical roles), using Graph RAG (Neo4j), supporting multi-channel access (WhatsApp/Telegram/Discord/voice), BYOK support for 19 providers plus Ollama local deployment, and licensed under MIT.
50%UnverifiedBYOK (Bring Your Own Key) means users bring their own AI provider API Key, rather than the platform uniformly paying for or reselling model calls; RagLeap Core supports 19 providers plus Ollama local deployment.
50%UnverifiedLimitations voluntarily disclosed by the RagLeap Core developer include: tested only on one Windows machine with Docker Desktop, with Gemini/Ollama/skip menu all choosing skip; Ollama on Windows has not yet been tested; the single-line irm ... | iex failed on that machine; the PATH hint is written for bash rather than PowerShell; Windows reserved port ranges are not covered by the port occupancy check; and the key is briefly visible in the process list during browser launch.
50%UnverifiedThe RagLeap Core GitHub repository currently has 18 stars, with a goal of 20 stars, and the project is being advanced through "building in public".
50%UnverifiedRagLeap Core's installation methods are: on Unix-like systems use curl -fsSL https://ragleap.com/install.sh | bash; on Windows use $s = irm https://ragleap.com/install.ps1; iex $s.
50%Unverifiedv0.10.1 made all ports configurable settings: APP_PORT 8000, DB_PORT 5433, VOICE_PORT 8766, NEO4J 7475/7688, REDIS 6380; on a fresh install, if a port is occupied, the installer selects the next free port and writes it to .env, and an existing .env file is never modified.
50%Unverifiedv0.10.1 added the ragleap key --rotate command: it generates a new random API Key and writes it to .env, restarts only the application container, verifies that the old Key is rejected and the new Key works, then prints the new link, without touching the database at all.
50%UnverifiedRagLeap Core released v0.10.1 just 44 minutes after releasing v0.10.0, because on Windows the local PostgreSQL already occupied port 5433, causing the installer to hang.
50%Unverifiedv0.10.0 introduced login rate limiting: 10 wrong API Keys within 5 minutes trigger a 15-minute 429 lockout and return a Retry-After header, support proxy awareness via TRUSTED_PROXIES, and can be disabled with AUTH_THROTTLE=off.
50%Unverifiedv0.10.0 added a Setup tab and a GET /setup/status endpoint, showing what is configured and what is missing, never displaying keys, and making zero AI calls.
50%Unverifiedv0.10.0 raised the Ollama context default to 8192, and added an install.ps1 PowerShell installation script and disk space checks (local AI requires 4GB/14GB).
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