Rfp Automator

Purpose

Create a specialized tool using Model Context Protocol (MCP) to generate high-quality, customized RFP responses for Bluefly.io, leveraging the collective's Drupal and Acquia expertise.

System Components

1. MCP Server - Provides structured access to:

• Company information and brand positioning
• Service offerings and technical capabilities
• Team member profiles and expertise
• Case studies and success metrics
• Response templates and frameworks

1. LLM Integration - Connects to your preferred LLM to:

• Generate tailored RFP responses
• Ensure brand consistency
• Adapt to specific client requirements
• Highlight relevant experience and capabilities

Core Functionality

The system should:

• Analyze incoming RFP requirements
• Select relevant company information and case studies
• Generate comprehensive, persuasive responses
• Adapt tone and detail level to match specific procurement contexts
• Highlight Bluefly.io's unique collective model and expertise
• Integrate technical specifications and compliance requirements

Implementation Instructions

1. Create the MCP server structure with categorized company information
2. Develop response templates for common RFP sections
3. Implement an assessment mechanism for RFP requirements
4. Establish clear retrieval patterns for relevant expertise and case studies
5. Configure the system to prioritize Bluefly.io's differentiators

Content Categories

• Company background and philosophy
• Drupal and Acquia expertise
• AWS integration capabilities
• Team member profiles and certifications
• Project methodologies and approaches
• Security compliance and protocols
• Client success stories with metrics
• Technical capabilities and specializations
• Partnership information and benefits

Output Parameters

The tool should produce responses that are:

• Highly relevant to specific RFP requirements
• Well-structured with clear section organization
• Persuasive in highlighting Bluefly.io's unique value
• Professional in tone and presentation
• Technically accurate and current
• Compliant with RFP format requirements

This system will significantly reduce response time while maintaining high-quality, customized proposals that effectively showcase Bluefly.io's expertise and approach.

I understand you're looking to create a complete file structure for your Bluefly.io RFP Response Generator tool and want a way to access all the necessary files. Let me help you organize this and provide a clear structure you can implement.

For a project like this, you'll need several files organized in a logical structure. I'll outline what this might look like and explain how to implement it.

Complete File Structure for Bluefly.io RFP Tool

Here's a comprehensive file structure you could use:

bluefly-rfp-tool/
 README.md
 config/
    settings.json
    templates.json
 data/
    company/
       background.json
       expertise.json
       differentiators.json
    team/
       leadership.json
       specialists.json
    services/
       drupal.json
       acquia.json
       aws.json
    case-studies/
        government.json
        education.json
        enterprise.json
 templates/
    full-response.md
    executive-summary.md
    technical-approach.md
    past-performance.md
 src/
     index.js
     parser.js
     generator.js
     formatter.js

Please provide the content of each file to help me get started

git init --initial-branch=main
git remote add origin git@gitlab.com:blueflyio/internal-projects/llm/bfmodel.git
git add .
git commit -m "Initial commit"
git push --set-upstream origin main

BFDOCS -  pip install mkdocs==${MKDOCS_MATERIAL_VERSION} mkdocs-material==9.4.6
ERROR: Could not find a version that satisfies the requirement mkdocs==9.4.6 (from versions: 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 0.10, 0.11, 0.11.1, 0.12.0, 0.12.1, 0.12.2, 0.13.0, 0.13.1, 0.13.2, 0.13.3, 0.14.0, 0.15.0, 0.15.1, 0.15.2, 0.15.3, 0.16.0, 0.16.1, 0.16.2, 0.16.3, 0.17.0, 0.17.1, 0.17.2, 0.17.3, 0.17.4, 0.17.5, 1.0a1, 1.0b1, 1.0rc1, 1.0, 1.0.1, 1.0.2, 1.0.3, 1.0.4, 1.1, 1.1.1, 1.1.2, 1.2, 1.2.1, 1.2.2, 1.2.3, 1.2.4, 1.3.0, 1.3.1, 1.4.0, 1.4.1, 1.4.2, 1.4.3, 1.5.0, 1.5.1, 1.5.2, 1.5.3, 1.6.0, 1.6.1)
ERROR: No matching distribution found for mkdocs==9.4.6
Cleaning up project directory and file based variables
00:01
ERROR: Job failed: exit code 1


BFCIComponents - Project `bluefly/bfdocs` not found or access denied! Make sure any includes in the pipeline configuration are correctly defined.

BFLLM, BFCLI, bfui  - Component 'gitlab://blueflyio/BFCIComponents/components/nodejs-base.yml' - the component path is not supported

bluefly_insights - Project `bluefly/bfdocs` not found or access denied! Make sure any includes in the pipeline configuration are correctly defined.

  2025-04-02T15:19:36.439Z semantic-release:get-git-auth-url Verifying ssh auth by attempting to push to  https://gitlab-ci-token:[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git
2025-04-02T15:19:36.629Z semantic-release:git Error: Command failed with exit code 128: git push --dry-run --no-verify https://gitlab-ci-token:[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git HEAD:main
remote: You are not allowed to push code to this project.
fatal: unable to access 'https://gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git/': The requested URL returned error: 403
    at makeError (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/lib/error.js:60:11)
    at handlePromise (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/index.js:118:26)
    at process.processTicksAndRejections (node:internal/process/task_queues:95:5)
    at async verifyAuth (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/git.js:207:5)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/get-git-auth-url.js:91:5)
    at async run (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:64:27)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:269:22)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/cli.js:55:5)
2025-04-02T15:19:36.629Z semantic-release:get-git-auth-url SSH key auth failed, falling back to https.
[3:19:36 PM] [semantic-release]    An error occurred while running semantic-release: Error: Command failed with exit code 128: git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git
remote: HTTP Basic: Access denied. If a password was provided for Git authentication, the password was incorrect or you're required to use a token instead of a password. If a token was provided, it was either incorrect, expired, or improperly scoped. See https://gitlab.com/help/topics/git/troubleshooting_git.md#error-on-git-fetch-http-basic-access-denied
fatal: Authentication failed for 'https://gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git/'
    at makeError (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/lib/error.js:60:11)
    at handlePromise (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/index.js:118:26)
    at process.processTicksAndRejections (node:internal/process/task_queues:95:5)
    at async getBranches (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/git.js:66:11)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/branches/expand.js:6:23)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/branches/index.js:14:26)
    at async run (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:65:22)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:269:22)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/cli.js:55:5) {
  shortMessage: 'Command failed with exit code 128: git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git',
  command: 'git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git',
  escapedCommand: 'git ls-remote --heads "https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git"',
  exitCode: 128,
  signal: undefined,
  signalDescription: undefined,
  stdout: '',
  stderr: "remote: HTTP Basic: Access denied. If a password was provided for Git authentication, the password was incorrect or you're required to use a token instead of a password. If a token was provided, it was either incorrect, expired, or improperly scoped. See https://gitlab.com/help/topics/git/troubleshooting_git.md#error-on-git-fetch-http-basic-access-denied\n" +
    "fatal: Authentication failed for 'https://gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git/'",
  failed: true,
  timedOut: [secure],
  isCanceled: [secure],
  killed: [secure]
}
Error: Command failed with exit code 128: git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git
remote: HTTP Basic: Access denied. If a password was provided for Git authentication, the password was incorrect or you're required to use a token instead of a password. If a token was provided, it was either incorrect, expired, or improperly scoped. See https://gitlab.com/help/topics/git/troubleshooting_git.md#error-on-git-fetch-http-basic-access-denied
fatal: Authentication failed for 'https://gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git/'
    at makeError (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/lib/error.js:60:11)
    at handlePromise (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/execa/index.js:118:26)
    at process.processTicksAndRejections (node:internal/process/task_queues:95:5)
    at async getBranches (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/git.js:66:11)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/branches/expand.js:6:23)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/lib/branches/index.js:14:26)
    at async run (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:65:22)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/index.js:269:22)
    at async module.exports (/builds/blueflyio/internal-projects/llm/bluefly_insights/node_modules/semantic-release/cli.js:55:5) {
  shortMessage: 'Command failed with exit code 128: git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git',
  command: 'git ls-remote --heads https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git',
  escapedCommand: 'git ls-remote --heads "https://[secure]@gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git"',
  exitCode: 128,
  signal: undefined,
  signalDescription: undefined,
  stdout: '',
  stderr: "remote: HTTP Basic: Access denied. If a password was provided for Git authentication, the password was incorrect or you're required to use a token instead of a password. If a token was provided, it was either incorrect, expired, or improperly scoped. See https://gitlab.com/help/topics/git/troubleshooting_git.md#error-on-git-fetch-http-basic-access-denied\n" +
    "fatal: Authentication failed for 'https://gitlab.com/blueflyio/internal-projects/llm/bluefly_insights.git/'",
  failed: true,
  timedOut: [secure],
  isCanceled: [secure],
  killed: [secure]
}
Cleaning up project directory and file based variables
00:01
ERROR: Job failed: exit code 1

import anthropic

client = anthropic.Anthropic(
  # defaults to os.environ.get("ANTHROPIC_API_KEY")
  api_key="my_api_key",
)

message_batch = client.beta.messages.batches.create(
    requests=[
        {
            "custom_id": "first-prompt-in-my-batch",
            "params": {
                "model": "claude-3-5-haiku-20241022",
                "max_tokens": 100,
                "messages": [
                    {
                        "role": "user",
                        "content": "Hey Claude, tell me a short fun fact about video games!",
                    }
                ],
            },
        },
        {
            "custom_id": "second-prompt-in-my-batch",
            "params": {
                "model": "claude-3-7-sonnet-20250219",
                "max_tokens": 100,
                "messages": [
                    {
                        "role": "user",
                        "content": "Hey Claude, tell me a short fun fact about bees!",
                    }
                ],
            },
        },
    ]
)
print(message_batch)

api

npm test -- --testPathIgnorePatterns=integration