diff --git a/README_PYPI.md b/README_PYPI.md
new file mode 100644
index 0000000..411e00a
--- /dev/null
+++ b/README_PYPI.md
@@ -0,0 +1,113 @@
+# tpro
+
+Transcript Processing! `tpro` takes JSON-formatted transcripts produced by
+various speech-to-text services and converts them to various standardized
+formats.
+
+# Installation and Usage
+
+## Non-pip Requirement:  Stanford NER JAR
+
+  - download and unzip [this](https://nlp.stanford.edu/software/stanford-ner-2018-10-16.zip)
+  - put these files in in /usr/local/bin/:
+    - stanford-ner.jar
+    - classifiers/english.all.3class.distsim.crf.ser.gz
+  - you might have to [update Java](https://askubuntu.com/questions/508546/howto-upgrade-java-on-ubuntu-14-04-lts) on Linux
+
+## Pip
+
+    $ pip install tpro
+
+## Usage
+
+    $ tpro --help
+
+    Usage: tpro [OPTIONS] JSON_PATH_OR_DATA [amazon|gentle|speechmatics]
+            [universal_transcript|viral_overlay]
+
+    Options:
+      -s, --save TEXT  save to file
+      --help           Show this message and exit.
+
+### Example
+
+    $ tpro '{
+
+        "job": {
+          "lang": "en",
+          "user_id": 2152310,
+          "name": "recording.mp4",
+          "duration": 7,
+          "created_at": "Mon Nov 12 14:57:06 2018",
+          "id": 9871364
+        },
+        "speakers": [
+          {
+            "duration": "6.87",
+            "confidence": null,
+            "name": "M2",
+            "time": "5.98"
+          }
+        ],
+        "words": [
+          {
+            "duration": "0.13",
+            "confidence": "0.670",
+            "name": "Hello",
+            "time": "5.98"
+          },
+          {
+            "duration": "0.45",
+            "confidence": "1.000",
+            "name": "there",
+            "time": "6.14"
+          }
+      ]
+      
+    }' speechmatics universal_transcript
+
+    [
+        {
+            "start": 5.98,
+            "end": 6.11,
+            "confidence": 0.67,
+            "word": "Hello",
+            "always_capitalized": false,
+            "punc_after": false,
+            "punc_before": false
+        },
+        {
+            "start": 6.14,
+            "end": 6.59,
+            "confidence": 1.0,
+            "word": "there",
+            "always_capitalized": false,
+            "punc_after": false,
+            "punc_before": false
+        }
+    ]
+
+    $
+
+# STT Services
+
+- [Speechmatics](https://www.speechmatics.com/)
+- [Amazon Transcribe](https://aws.amazon.com/transcribe/)
+- [Gentle](https://github.com/lowerquality/gentle)
+
+## Planned
+
+- [Watson](https://www.ibm.com/watson/services/speech-to-text/) 
+- [Google Speech](https://cloud.google.com/speech-to-text/)
+- [Mozilla's new open-source STT thing](https://github.com/mozilla/DeepSpeech)
+
+# Output Formats
+
+- [Universal Transcript](https://gist.github.com/zevaverbach/d2b7a19397607677878aa3268fda1002#example) (JSON)
+- [viraloverlay](https://github.com/zevaverbach/viraloverlay#json-transcript-format) (JSON)
+
+## Planned
+
+- Word (`.doc`, `.docx`)
+- text files
+- SRT (subtitles)
diff --git a/setup.py b/setup.py
index f4dbd2b..5305ef6 100644
--- a/setup.py
+++ b/setup.py
@@ -1,12 +1,12 @@
 from setuptools import setup, find_packages
 
 
-with open('README.md') as file:
+with open('README_PYPI.md') as file:
     long_description = file.read()
 
 setup(
     name="tpro",
-    version="0.05",
+    version="0.06",
     url='https://github.com/zevaverbach/tpro',
     install_requires=[
         'Click',