deploy: 09a93d8

_modules/index.html

@@ -461,8 +461,7 @@
                 <article class="bd-article">
 
   <h1>All modules for which code is available</h1>
-<ul><li><a href="components/agent/react.html">components.agent.react</a></li>
-<li><a href="components/data_process/data_components.html">components.data_process.data_components</a></li>
+<ul><li><a href="components/data_process/data_components.html">components.data_process.data_components</a></li>
 <li><a href="components/data_process/text_splitter.html">components.data_process.text_splitter</a></li>
 <li><a href="components/memory/memory.html">components.memory.memory</a></li>
 <li><a href="components/model_client/anthropic_client.html">components.model_client.anthropic_client</a></li>
@@ -483,7 +482,6 @@ <h1>All modules for which code is available</h1>
 <li><a href="core/container.html">core.container</a></li>
 <li><a href="core/db.html">core.db</a></li>
 <li><a href="core/embedder.html">core.embedder</a></li>
-<li><a href="core/func_tool.html">core.func_tool</a></li>
 <li><a href="core/functional.html">core.functional</a></li>
 <li><a href="core/generator.html">core.generator</a></li>
 <li><a href="core/model_client.html">core.model_client</a></li>
@@ -492,7 +490,6 @@ <h1>All modules for which code is available</h1>
 <li><a href="core/retriever.html">core.retriever</a></li>
 <li><a href="core/string_parser.html">core.string_parser</a></li>
 <li><a href="core/tokenizer.html">core.tokenizer</a></li>
-<li><a href="core/tool_manager.html">core.tool_manager</a></li>
 <li><a href="core/types.html">core.types</a></li>
 <li><a href="eval/answer_match_acc.html">eval.answer_match_acc</a></li>
 <li><a href="eval/llm_as_judge.html">eval.llm_as_judge</a></li>

_sources/apis/components/components.agent.react.rst.txt

@@ -7,15 +7,3 @@ react
    :members:
    :undoc-members:
    :show-inheritance:
-
-
-   .. rubric:: Classes
-
-   .. autosummary::
-
-      ReActAgent
-
-   .. rubric:: Constants
-
-   .. autodata:: components.agent.react.DEFAULT_REACT_AGENT_SYSTEM_PROMPT
-

_sources/apis/core/core.func_tool.rst.txt

@@ -7,17 +7,3 @@ func_tool
    :members:
    :undoc-members:
    :show-inheritance:
-
-
-   .. rubric:: Functions
-
-   .. autosummary::
-
-      is_running_in_event_loop
-
-   .. rubric:: Classes
-
-   .. autosummary::
-
-      FunctionTool
-

_sources/apis/core/core.tool_manager.rst.txt

@@ -7,17 +7,3 @@ tool_manager
    :members:
    :undoc-members:
    :show-inheritance:
-
-
-   .. rubric:: Functions
-
-   .. autosummary::
-
-      run_async_in_new_loop
-
-   .. rubric:: Classes
-
-   .. autosummary::
-
-      ToolManager
-

apis/components/components.agent.html

@@ -582,73 +582,10 @@
 <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this heading">#</a></h2>
 <div class="toctree-wrapper compound">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="components.agent.react.html">react</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="components.agent.react.html#components.agent.react.DEFAULT_REACT_AGENT_SYSTEM_PROMPT"><code class="docutils literal notranslate"><span class="pre">DEFAULT_REACT_AGENT_SYSTEM_PROMPT</span></code></a></li>
-<li class="toctree-l2"><a class="reference internal" href="components.agent.react.html#components.agent.react.ReActAgent"><code class="docutils literal notranslate"><span class="pre">ReActAgent</span></code></a><ul>
-<li class="toctree-l3"><a class="reference internal" href="components.agent.react.html#components.agent.react.ReActAgent.reset"><code class="docutils literal notranslate"><span class="pre">ReActAgent.reset()</span></code></a></li>
-<li class="toctree-l3"><a class="reference internal" href="components.agent.react.html#components.agent.react.ReActAgent.call"><code class="docutils literal notranslate"><span class="pre">ReActAgent.call()</span></code></a></li>
-</ul>
-</li>
-</ul>
-</li>
+<li class="toctree-l1"><a class="reference internal" href="components.agent.react.html">react</a></li>
 </ul>
 </div>
 <hr class="docutils" />
-<dl class="py class" id="module-components.agent">
-<dt class="sig sig-object py" id="components.agent.ReActAgent">
-<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">ReActAgent</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tools</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">Callable</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Callable</span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">[</span></span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Awaitable</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">FunctionTool</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_steps</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">int</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">10</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">add_llm_as_fallback</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">bool</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">examples</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">List</span><span class="p"><span class="pre">[</span></span><span class="pre">FunctionExpression</span><span class="p"><span class="pre">]</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">[]</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_client</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">ModelClient</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">template</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/components/agent/react.html#ReActAgent"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#components.agent.ReActAgent" title="Link to this definition">#</a></dt>
-<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Component</span></code></p>
-<p>ReActAgent uses generator as a planner that runs multiple and sequential functional call steps to generate the final response.</p>
-<p>Users need to set up:
-- tools: a list of tools to use to complete the task. Each tool is a function or a function tool.
-- max_steps: the maximum number of steps the agent can take to complete the task.
-- use_llm_as_fallback: a boolean to decide whether to use an additional LLM model as a fallback tool to answer the query.
-- model_client: the model client to use to generate the response.
-- model_kwargs: the model kwargs to use to generate the response.
-- template: the template to use to generate the prompt. Default is DEFAULT_REACT_AGENT_SYSTEM_PROMPT.</p>
-<p>For the generator, the default arguments are:
-(1) default prompt: DEFAULT_REACT_AGENT_SYSTEM_PROMPT
-(2) default output_processors: JsonParser</p>
-<p>There are <cite>examples</cite> which is optional, a list of string examples in the prompt.</p>
-<p>Example:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">core.openai_client</span> <span class="kn">import</span> <span class="n">OpenAIClient</span>
-<span class="kn">from</span> <span class="nn">components.agent.react</span> <span class="kn">import</span> <span class="n">ReActAgent</span>
-<span class="kn">from</span> <span class="nn">core.func_tool</span> <span class="kn">import</span> <span class="n">FunctionTool</span>
-<span class="c1"># define the tools</span>
-<span class="k">def</span> <span class="nf">multiply</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
-<span class="w">    </span><span class="sd">&#39;&#39;&#39;Multiply two numbers.&#39;&#39;&#39;</span>
-    <span class="k">return</span> <span class="n">a</span> <span class="o">*</span> <span class="n">b</span>
-<span class="k">def</span> <span class="nf">add</span><span class="p">(</span><span class="n">a</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">b</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
-<span class="w">    </span><span class="sd">&#39;&#39;&#39;Add two numbers.&#39;&#39;&#39;</span>
-    <span class="k">return</span> <span class="n">a</span> <span class="o">+</span> <span class="n">b</span>
-<span class="n">agent</span> <span class="o">=</span> <span class="n">ReActAgent</span><span class="p">(</span>
-    <span class="n">tools</span><span class="o">=</span><span class="p">[</span><span class="n">multiply</span><span class="p">,</span> <span class="n">add</span><span class="p">],</span>
-    <span class="n">model_client</span><span class="o">=</span><span class="n">OpenAIClient</span><span class="p">(),</span>
-    <span class="n">model_kwargs</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;model&quot;</span><span class="p">:</span> <span class="s2">&quot;gpt-3.5-turbo&quot;</span><span class="p">},</span>
-<span class="p">)</span>
-
-<span class="c1"># Using examples:</span>
-
-<span class="n">call_multiply</span> <span class="o">=</span> <span class="n">FunctionExpression</span><span class="o">.</span><span class="n">from_function</span><span class="p">(</span>
-    <span class="n">thought</span><span class="o">=</span><span class="s2">&quot;I want to multiply 3 and 4.&quot;</span><span class="p">,</span>
-</pre></div>
-</div>
-<p>Reference:
-[1] <a class="reference external" href="https://arxiv.org/abs/2210.03629">https://arxiv.org/abs/2210.03629</a>, published in Mar, 2023.</p>
-<dl class="py method">
-<dt class="sig sig-object py" id="components.agent.ReActAgent.reset">
-<span class="sig-name descname"><span class="pre">reset</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../../_modules/components/agent/react.html#ReActAgent.reset"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#components.agent.ReActAgent.reset" title="Link to this definition">#</a></dt>
-<dd><p>Reset the agent to start a new query.</p>
-</dd></dl>
-
-<dl class="py method">
-<dt class="sig sig-object py" id="components.agent.ReActAgent.call">
-<span class="sig-name descname"><span class="pre">call</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">input</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">str</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">promt_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{}</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">model_kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="pre">Any</span></span></span><a class="reference internal" href="../../_modules/components/agent/react.html#ReActAgent.call"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#components.agent.ReActAgent.call" title="Link to this definition">#</a></dt>
-<dd><p>prompt_kwargs: additional prompt kwargs to either replace or add to the preset prompt kwargs.</p>
-</dd></dl>
-
-</dd></dl>
-
 </section>
 </section>
 
@@ -698,14 +635,7 @@ <h2>Submodules<a class="headerlink" href="#submodules" title="Link to this headi
   </div>
   <nav class="bd-toc-nav page-toc" aria-labelledby="pst-page-navigation-heading-2">
     <ul class="visible nav section-nav flex-column">
-<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a><ul class="nav section-nav flex-column">
-<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#components.agent.ReActAgent"><code class="docutils literal notranslate"><span class="pre">ReActAgent</span></code></a><ul class="nav section-nav flex-column">
-<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#components.agent.ReActAgent.reset"><code class="docutils literal notranslate"><span class="pre">ReActAgent.reset()</span></code></a></li>
-<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#components.agent.ReActAgent.call"><code class="docutils literal notranslate"><span class="pre">ReActAgent.call()</span></code></a></li>
-</ul>
-</li>
-</ul>
-</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#submodules">Submodules</a></li>
 </ul>
   </nav></div>