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* add tools to chat completion request * use templates for generating system prompts * Moved ToolPromptFormat and jinja templates to llama_models.llama3.api * <WIP> memory changes - inlined AgenticSystemInstanceConfig so API feels more ergonomic - renamed it to AgentConfig, AgentInstance -> Agent - added a MemoryConfig and `memory` parameter - added `attachments` to input and `output_attachments` to the response - some naming changes * InterleavedTextAttachment -> InterleavedTextMedia, introduce memory tool * flesh out memory banks API * agentic loop has a RAG implementation * faiss provider implementation * memory client works * re-work tool definitions, fix FastAPI issues, fix tool regressions * fix agentic_system utils * basic RAG seems to work * small bug fixes for inline attachments * Refactor custom tool execution utilities * Bug fix, show memory retrieval steps in EventLogger * No need for api_key for Remote providers * add special unicode character ↵ to showcase newlines in model prompt templates * remove api.endpoints imports * combine datatypes.py and endpoints.py into api.py * Attachment / add TTL api * split batch_inference from inference * minor import fixes * use a single impl for ChatFormat.decode_assistant_mesage * use interleaved_text_media_as_str() utilityt * Fix api.datatypes imports * Add blobfile for tiktoken * Add ToolPromptFormat to ChatFormat.encode_message so that tools are encoded properly * templates take optional --format={json,function_tag} * Rag Updates * Add `api build` subcommand -- WIP * fix * build + run image seems to work * <WIP> adapters * bunch more work to make adapters work * api build works for conda now * ollama remote adapter works * Several smaller fixes to make adapters work Also, reorganized the pattern of __init__ inside providers so configuration can stay lightweight * llama distribution -> llama stack + containers (WIP) * All the new CLI for api + stack work * Make Fireworks and Together into the Adapter format * Some quick fixes to the CLI behavior to make it consistent * Updated README phew * Update cli_reference.md * llama_toolchain/distribution -> llama_toolchain/core * Add termcolor * update paths * Add a log just for consistency * chmod +x scripts * Fix api dependencies not getting added to configuration * missing import lol * Delete utils.py; move to agentic system * Support downloading of URLs for attachments for code interpreter * Simplify and generalize `llama api build` yay * Update `llama stack configure` to be very simple also * Fix stack start * Allow building an "adhoc" distribution * Remote `llama api []` subcommands * Fixes to llama stack commands and update docs * Update documentation again and add error messages to llama stack start * llama stack start -> llama stack run * Change name of build for less confusion * Add pyopenapi fork to the repository, update RFC assets * Remove conflicting annotation * Added a "--raw" option for model template printing --------- Co-authored-by: Hardik Shah <hjshah@fb.com> Co-authored-by: Ashwin Bharambe <ashwin@meta.com> Co-authored-by: Dalton Flanagan <6599399+dltn@users.noreply.github.com>
116 lines
3.5 KiB
Python
116 lines
3.5 KiB
Python
# Copyright (c) Meta Platforms, Inc. and affiliates.
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# All rights reserved.
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#
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# This source code is licensed under the terms described in the LICENSE file in
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# the root directory of this source tree.
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import json
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import typing
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from pathlib import Path
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from typing import TextIO
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from strong_typing.schema import object_to_json, StrictJsonType
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from .generator import Generator
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from .options import Options
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from .specification import Document
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THIS_DIR = Path(__file__).parent
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class Specification:
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document: Document
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def __init__(self, endpoint: type, options: Options):
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generator = Generator(endpoint, options)
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self.document = generator.generate()
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def get_json(self) -> StrictJsonType:
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"""
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Returns the OpenAPI specification as a Python data type (e.g. `dict` for an object, `list` for an array).
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The result can be serialized to a JSON string with `json.dump` or `json.dumps`.
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"""
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json_doc = typing.cast(StrictJsonType, object_to_json(self.document))
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if isinstance(json_doc, dict):
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# rename vendor-specific properties
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tag_groups = json_doc.pop("tagGroups", None)
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if tag_groups:
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json_doc["x-tagGroups"] = tag_groups
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tags = json_doc.get("tags")
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if tags and isinstance(tags, list):
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for tag in tags:
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if not isinstance(tag, dict):
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continue
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display_name = tag.pop("displayName", None)
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if display_name:
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tag["x-displayName"] = display_name
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return json_doc
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def get_json_string(self, pretty_print: bool = False) -> str:
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"""
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Returns the OpenAPI specification as a JSON string.
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:param pretty_print: Whether to use line indents to beautify the output.
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"""
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json_doc = self.get_json()
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if pretty_print:
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return json.dumps(
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json_doc, check_circular=False, ensure_ascii=False, indent=4
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)
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else:
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return json.dumps(
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json_doc,
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check_circular=False,
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ensure_ascii=False,
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separators=(",", ":"),
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)
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def write_json(self, f: TextIO, pretty_print: bool = False) -> None:
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"""
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Writes the OpenAPI specification to a file as a JSON string.
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:param pretty_print: Whether to use line indents to beautify the output.
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"""
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json_doc = self.get_json()
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if pretty_print:
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json.dump(
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json_doc,
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f,
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check_circular=False,
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ensure_ascii=False,
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indent=4,
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)
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else:
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json.dump(
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json_doc,
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f,
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check_circular=False,
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ensure_ascii=False,
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separators=(",", ":"),
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)
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def write_html(self, f: TextIO, pretty_print: bool = False) -> None:
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"""
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Creates a stand-alone HTML page for the OpenAPI specification with ReDoc.
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:param pretty_print: Whether to use line indents to beautify the JSON string in the HTML file.
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"""
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path = THIS_DIR / "template.html"
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with path.open(encoding="utf-8", errors="strict") as html_template_file:
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html_template = html_template_file.read()
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html = html_template.replace(
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"{ /* OPENAPI_SPECIFICATION */ }",
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self.get_json_string(pretty_print=pretty_print),
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)
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f.write(html)
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