fix backends

Author: thomashebrard

.env.example

@@ -1,33 +1,39 @@
-PYRIGHT_PYTHON_FORCE_VERSION=1.1.398
+# Quick-start
+PIPELEX_INFERENCE_API_KEY=
 
+# Advanced backend use
 PIPELEX_API_TOKEN=
 PIPELEX_API_BASE_URL=http://localhost:8081/api
 
-OPENAI_API_KEY=sk-proj-
+OPENAI_API_KEY=
 
 AWS_ACCESS_KEY_ID=
 AWS_SECRET_ACCESS_KEY=
 AWS_REGION=
 
-AZURE_OPENAI_API_ENDPOINT=
-AZURE_OPENAI_API_VERSION=
-AZURE_OPENAI_API_KEY=
+AZURE_API_BASE=
+AZURE_API_VERSION=
+AZURE_API_KEY=
 
-ANTHROPIC_API_KEY=sk-ant-
+ANTHROPIC_API_KEY=
 
 MISTRAL_API_KEY=
 
-PERPLEXITY_API_KEY=pplx-
+PERPLEXITY_API_KEY=
 PERPLEXITY_API_ENDPOINT=https://api.perplexity.ai
 
 FAL_API_KEY=
 
 GCP_PROJECT_ID=
-GCP_REGION=
+GCP_LOCATION=
 GCP_CREDENTIALS_FILE_PATH=gcp_credentials.json
 
 CUSTOM_ENDPOINT_BASE_URL=http://localhost:11434/v1
 CUSTOM_ENDPOINT_API_KEY=
 
-XAI_API_KEY=xai-
+XAI_API_KEY=
 XAI_API_ENDPOINT=https://api.x.ai/v1/
+
+BLACKBOX_API_KEY=
+
+GOOGLE_API_KEY=

.pipelex/inference/backends.toml

@@ -13,7 +13,7 @@ enabled = false
 aws_region = "${AWS_REGION}"
 
 [google]
-enabled = true
+enabled = false
 api_key = "${GOOGLE_API_KEY}"
 
 [vertexai]
@@ -32,7 +32,7 @@ api_key = "${ANTHROPIC_API_KEY}"
 claude_4_tokens_limit = 8192
 
 [mistral]
-enabled = true
+enabled = false
 api_key = "${MISTRAL_API_KEY}"
 
 [xai]

.pipelex/inference/backends/pipelex_inference.toml

@@ -101,6 +101,12 @@ inputs = ["text", "images"]
 outputs = ["text", "structured"]
 costs = { input = 0.30, output = 2.50 }
 
+["gemini-2.5-pro"]
+model_id = "gemini/gemini-2.5-pro"
+inputs = ["text", "images"]
+outputs = ["text", "structured"]
+costs = { input = 1.25, output = 10.00 }
+
 ["gemini-2.5-flash-lite"]
 model_id = "gemini/gemini-2.5-flash-lite"
 inputs = ["text", "images"]

.pipelex/inference/routing_profiles.toml

@@ -31,7 +31,7 @@ default = "pipelex_inference"
 "gpt-*" = "pipelex_inference"
 "claude-*" = "pipelex_inference"
 "grok-*" = "pipelex_inference"
-"gemini-*" = "google"
+"gemini-*" = "pipelex_inference"
 "*-sdxl" = "fal"
 "flux-*" = "fal"
 "gpt-image-1" = "openai"

README.md

@@ -22,18 +22,11 @@ Streamline your documentation workflow with AI-powered automation:
 ```bash
 pip install cocode
 ```
-
-## ✅ Validation
-
-```bash
-# Verify setup and pipelines
-cocode validate
-```
-
 ### Set up environment variables
 
-Enter your API keys into your `.env` file. The `OPENAI_API_KEY` is enough to get you started, but some pipelines require models from other providers.
-Some complex pipelines require GCP credentials (See [GCP credentials](https://docs.pipelex.com/pages/build-reliable-ai-workflows-with-pipelex/ai-plugins-for-multi-llm-workflows/#4-google-vertex-ai-configuration) for more details), or Anthropic API keys `ANTHROPIC_API_KEY`.
+**Quick Start:** Join our [Discord](https://go.pipelex.com/discord) to get a FREE API key with $20 credit that works with all LLM providers - no setup required!
+
+**Using Your Own API Keys:** If you prefer to use your own API keys from OpenAI, Anthropic, Google, or other providers, follow our [API configuration tutorial](https://docs.pipelex.com/pages/quick-start/#option-2-use-your-own-api-keys).
 
 ## 🛠️ Quick Start
 
@@ -63,6 +56,12 @@ cocode github sync-labels owner/repo labels.json  # Sync labels from JSON file
 
 The results of these commands will be saved in a `results` (default behavior) folder at the root of your project.
 
+## ✅ Validation
+
+```bash
+cocode validate
+```
+
 ### IDE extension
 
 We **highly** recommend installing our own extension for PLX files into your IDE of choice. You can find it in the [Open VSX Registry](https://open-vsx.org/extension/Pipelex/pipelex). It's coming soon to VS Code marketplace too and if you are using Cursor, Windsurf or another VS Code fork, you can search for it directly in your extensions tab.

cocode/pipelex_libraries/pipelines/doc_proofread/file_utils.py

@@ -46,7 +46,7 @@ def create_documentation_files_from_paths(doc_file_paths: List[str], doc_dir: st
     return doc_files
 
 
-async def read_file_content(working_memory: WorkingMemory) -> ListContent[CodebaseFileContent]:
+def read_file_content(working_memory: WorkingMemory) -> ListContent[CodebaseFileContent]:
     """Read the content of related codebase files.
 
     Args:

pyproject.toml

@@ -16,7 +16,13 @@ classifiers = [
     "Operating System :: OS Independent",
 ]
 
-dependencies = ["pipelex[anthropic,google,google-genai,bedrock] @ git+https://github.com/Pipelex/pipelex.git@refactor/EPIC-2-PipeOcr-input-and-Agent-rules", "PyGithub==2.4.0"]
+dependencies = [
+    # "pipelex[anthropic,google,google-genai,bedrock] @ git+https://github.com/Pipelex/pipelex.git@refactor/EPIC-2-PipeOcr-input-and-Agent-rules",
+    "pipelex[anthropic,google,google-genai,bedrock]",
+    "PyGithub==2.4.0",
+]
+[tool.uv.sources]
+pipelex = { path = "../pipelex", editable = true }
 
 [project.optional-dependencies]
 docs = [